StartupWiki

June 22, 2026

Public disclaimer: This is an independent public teardown based solely on publicly available information retrieved on 2026-06-22. It is research support, not investment, legal, tax, or financial advice. Company-provided statements are labeled as claims, not verified facts. StartupWiki did not participate in or review this report. Errors and omissions are possible; final decisions remain with the reader.

Enterprise startup databases still price seats in five figures annually — and a solo builder just put a free alternative on the front page of Hacker News. StartupWiki pitches an AI-generated company directory with zero paywalls, sitting under incumbents whose public list prices run to EUR 12,600–17,000 per seat per year. The 142-point Show HN thread is real outside-the-room curiosity; the thousands-of-profiles story is still the company's word. Five partner lenses worked the public record in a single day — cited claims, no founder deck in the room. Whether this is a cheap asymmetric wedge or a subsidized directory clone turns on proof the launch thread alone cannot supply. Open the teardown before you decide if this meeting is worth scheduling.

What The Company Does

StartupWiki is a very early, free startup and private-company intelligence directory positioned as a community-driven, AI-generated alternative to paid databases like Crunchbase and PitchBook (StartupWiki About) company claim. The company describes a multi-agent research pipeline — including steps it labels web research, financial modeling, a venture-capital bull/bear debate, editorial synthesis, and "SEC pre-clearance" — with live server-sent-event streaming as profiles generate (StartupWiki About) company claim. The stated audience spans founders, investors, sales and revenue operations teams, developers, and ecosystem researchers (StartupWiki About; Medium article) company claim.

The public product surface at capture includes a homepage directory with navigation to About, API, and Blog; login via Google OAuth; and calls to action to suggest a startup or add a micro-business (StartupWiki homepage) source-backed fact. The homepage micro-business section displayed zero entries at capture (StartupWiki homepage) source-backed fact.

The business model is described as "100% free" with "zero paywalls" on the company's Medium channel (Medium article) company claim. No public pricing page, sponsor disclosure, or monetization roadmap was found on archived company surfaces. Revenue, paid customers, and unit economics are unknown from public sources.

Key Takeaways

Investor reaction
Real independent launch curiosity in an on-thesis category under expensive incumbents — interesting enough to watch, not yet underwritable without closing trust, sourcing, and compounding gaps.
Current verdict
Hold for now with medium confidence. The committee split 3 hold / 2 pass after a second evidence round; no confirmed fatal flaw fired, but the bar for a first founder call has not been met.
Why investors might lean in
A solo builder shipped same-day fixes during a hostile 142-point Show HN thread for a free AI-native directory wedge sitting under Dealroom Premium at EUR 12,600 per seat per year and Premium Plus at EUR 17,000 per seat per year, both with a three-seat minimum (Hacker News Show HN; Dealroom pricing) source-backed fact.
Why investors might pull back
Every load-bearing element of a fund-returning path — coverage scale, accuracy, lawful sourcing, monetization, founder identity, team — is either company-controlled narrative or unknown. Community submissions read zero, Google indexes only the homepage, the advertised API endpoint returns a not-found page, and third-party commenters contested accuracy on a flagship profile during launch (StartupWiki homepage; Hacker News Show HN) source-backed fact.
Highest-leverage fix
Publish a documented lawful data-source inventory with per-field provenance, a blind accuracy benchmark on a 25–50-company gold set with a correction service-level agreement, and crawlable, server-rendered, indexed profile pages plus a visible non-zero submission stream.
Best next move
Watch for one of three triggers before scheduling a first call — a clean independent accuracy benchmark, a documented lawful source inventory, or any observable compounding signal such as rising indexed profiles, non-zero approved corrections, or a credible non-Hacker News retention proxy.

What Makes This Potentially Fundable

The fundable version of StartupWiki is not merely a free Crunchbase clone. The fundable version is a default top-of-funnel research surface for founders, operators, and investors — a proprietary correction layer compounded by community submissions and an organic search long tail that licensed incumbents structurally will not match on price or openness. If approved corrections lower the cost per accurate profile with scale, if server-rendered profiles index into durable discovery, and if a monetization wedge such as a paid API or enterprise pilot captures margin without killing the free core, the asymmetric "cheap option on a free wedge" thesis could justify early ownership under expensive incumbent pricing.

The public evidence does not yet prove that version. Launch curiosity is real, but compounding mechanisms read inert: zero visible community entries, one indexed page, profile deep links that do not resolve to static crawlers, and accuracy criticism from independent forum participants on the launch thread. The investment case stays at hold for now until outside-the-room proof separates community pull from launch theater and company narrative from corroborated traction.

The Four Holes To Close Before Fundraising

Hole	Investor Fear	What To Bring
Trust and accuracy unproven on the moat axis	A research directory with visible funding-field errors and non-linking "verified" badges cannot become the default surface; a product marketed for investor research that is materially wrong carries accuracy and liability exposure.	Blind field-level accuracy audit on a 25–50-company gold set versus primary filings; working correction and takedown service-level agreement; per-field source provenance.
No lawful, scalable data-source inventory	The founder publicly disclaimed agent access to the obvious data source as off-limits; coverage is legally rate-limited while incumbents own licensed feeds.	Documented terms-of-service-compliant source list with per-profile provenance, robots and terms posture, per-profile cost telemetry, and counsel review.
No durable usage beyond the launch spike	142 points is launch curiosity, not retention; the earlier post scored 2 points; the product is absent from page-one organic results for its own category query while a free competitor ranks.	Seven- and thirty-day return cohorts, daily and monthly active users, on-site search volume, and a non-Hacker News acquisition channel.
Compounding mechanisms show zero motion	Contribution graph reads zero entries; search indexes only the homepage; the advertised API is not shipped at its public endpoint.	Non-zero rising approved submissions and corrections; crawlable sitemap; growing indexed server-rendered profile count; live documented API.

Decision Snapshot

One-sentence company description: StartupWiki is a launch-week, free AI-generated startup directory positioned as a Crunchbase alternative with a multi-agent research pipeline and community-suggestion workflow.
Screen: Hold for now.
Confidence: medium.
Suggested next action: Do not commit investment-committee time to a founder call yet; revisit when the founder closes at least one accuracy, sourcing, or compounding gate publicly or in a data room.
Why this matters now: Independent launch attention exists, but the only testable compounding asset that could let a free product out-distribute funded incumbents — an indexed search long tail — returned one indexed page at this writing, and structural pass votes sit at high confidence.
Investor-readiness diagnosis: Interesting asymmetric option on a real free wedge, not yet diligenceable on trust, sourcing, retention, or ownership.
Best founder use of this report: Treat it as a pre-fundraise self-audit list — close the three gates that turn structural skepticism back into a question worth a meeting.

IC Disagreement Map

Five partners reviewed the same evidence dossier independently before any cross-reading. The power-law lens tested fund-returning upside; the prepared-mind lens tested category timing and battleground choice; the founder-jockey lens tested builder evidence; the risk-reduction lens tested fatal-flaw tripwires; and the long-horizon lens tested compounding economics and ownership durability.

Power-law partner
holdmedium confidence
Independent launch demand under an expensive incumbent stack plus visible builder velocity is exactly the kind of cheap asymmetric option a power-law fund cannot afford to false-negative on launch-week messiness; no disqualifier is confirmed fatal today.
Would flip on
Retained return cohorts post-Show HN, non-zero rising community submission velocity, or growing indexed server-rendered profiles would move this partner toward pursue; systematic material accuracy errors with no fix velocity, or a hard legal or cost ceiling on lawful coverage, would move them toward pass.
Prepared-mind partner
passhigh confidence
The company chose a licensed-data, trust-critical battleground where incumbents already ship AI-native workflows, and the one independently testable compounding asset — indexed search long tail — was negatively resolved with only the homepage indexed.
Would flip on
Crawlable indexed profiles with measurable organic long tail and non-trivial approved correction volume at diligence-grade accuracy would move this partner toward hold or pursue; a clean accuracy audit alone would not suffice without a forming compounding asset.
Founder-jockey partner
holdmedium confidence
Shipping live mitigations under hostile public criticism, plus persistence from a flat first launch to a 142-point relaunch, is a source-backed fact that outweighs absent pedigree until tested; identity and team gaps are diligenceable, not yet disqualifying.
Would flip on
Verified founder identity plus named team coverage for data licensing, quality assurance, and go-to-market, with sustained post-launch velocity and rising accuracy and contributions, would move this partner toward pursue; evasive identity or velocity decay would move them toward pass.
Risk-reduction partner
holdmedium confidence
No single confirmed fatal flaw closed the file today, but every testable independent signal is neutral to negative; this hold sits one disconfirming finding from pass on architectural lawful-sourcing and free-model value-capture risks.
Would flip on
Clean blind accuracy audit plus documented lawful source inventory plus sustained repeat usage would keep the hold; any one of confirmed disallowed scraping dependency, systematic material accuracy error, or unsustainable per-profile cost would move this partner toward pass.
Long-horizon partner
passhigh confidence
Marginal profile cost rises with metered ingestion while the community input is empty and search indexes only the homepage; there is no entity, cap table, runway, or monetization model to underwrite ownership against.
Would flip on
Falling cost per accurate profile with volume, rising approved community corrections, durable return cohorts, and an underwritable entity with a monetization wedge that survives the free core would move this partner toward hold or pursue; continued zero contribution plus flat or rising cost at the next checkpoint would harden pass.

After the committee's evidence-request round, two partners raised confidence from medium to high on unchanged pass votes when indexed long-tail checks returned only one indexed page; three hold votes were confirmed unchanged. The split is substantive, not a courtesy gap — it is not unanimous, and the disagreement is preserved rather than averaged.

Scenario Range

Scenario	What The Company Looks Like In 3-5 Years	Falsifiable Trigger To Watch	Earliest Evidence
Strikeout	Trust collapse and/or legal cease-and-desist; reputation as an unreliable AI directory clone; product taken offline or abandoned	Blind accuracy audit returning greater than 10% material errors on funding fields with no correction velocity; confirmed dependence on prohibited ingestion; takedown from a named licensor	Repeat of launch-thread accuracy criticism on another high-profile profile; per-profile cost rising linearly with API calls and no monetization in flight
Base	Niche free research tool used episodically by a small founder and operator community; lifestyle or acqui-hire scale; never the default research surface	Indexed profiles grow to hundreds but not tens of thousands within a year; community corrections exist but trickle; one small monetization experiment lands without scaling	Indexed-page count rises off one; approved corrections turn non-zero; sponsor or small paid tier appears on company surfaces
Home run	Default free company-lookup surface with a proprietary correction layer and search long tail incumbents will not match; credible monetization wedge without destroying the free core	Indexed server-rendered profile count grows from one to tens of thousands within 12–18 months; non-zero rising approved corrections; per-profile cost trending down; paid API or enterprise pilot with willingness-to-pay signal	Crawlable sitemap with growing indexed coverage; working submission queue with approved corrections; public API at a live endpoint; non-Hacker News acquisition channel carrying material share

What Investors Will Test

What We Looked For	Current Read	Investor Implication	Founder Prep Priority
Falsifiable compounding mechanism beyond "AI directory"	Contribution tier empty; one indexed page; API endpoint not found at advertised URL	Without a turning asset, there is no moat to underwrite	Ship crawlable profiles, live API, and non-zero approved corrections
Outside-the-room traction and accuracy	Hacker News counters are real; forum criticism and search absence are real; scale and decay claims are company-controlled only	Launch curiosity cannot upgrade to durable pull or trust without independent validation	Retention cohorts, blind accuracy audit, indexed-page count
Category timing versus incumbents	Paid databases already AI-native; free competitor ranks where StartupWiki is absent	Battleground may be structurally unfavorable without an owned edge	Name a wedge segment with repeat usage and a reason incumbents will not match
Single fatal flaw on trust, sourcing, or economics	Not confirmed in public research; all three remain architectural risks	Hold survives today; one negative finding flips several partners to pass	Lawful source inventory, accuracy benchmark, cost telemetry
Founder and team coverage	Solo handle with provisional identity; LinkedIn profile not retrievable in public dataset	Cannot underwrite coverage-intensive, legally sensitive data work on anonymous solo signals	Identity verification and team-coverage map
Value capture under free positioning	Free claim only; no monetization or entity disclosure	Subsidy duration and ownership path are unbounded	Monetization wedge with unit economics and entity or runway disclosure

Claim Reconciliation: Inconsistencies Investors Will Catch

Claim Or Metric	Where It Appears	Conflicting / Unreconciled Versions	Why Investors Flag It	How To Reconcile
Public API availability	Medium article	Advertised API endpoint returns not found at capture; founder described API as in progress in thread	Marketed-versus-shipped gap on the developer distribution hook	Publish live OpenAPI spec, base URL, rate limits, and terms
Profile scale	Medium article	Public search indexes only the homepage; forum participants reported missing prominent startups	Scale and discovery claims do not reconcile	Publish sitemap, indexed-page count, and sampled coverage hit rate
Data sourcing	Founder disclaims Crunchbase agent access as off-limits; Medium claims cached AI generation at scale	No public source inventory or per-field provenance	Legal and cost ceiling on coverage is opaque	Documented lawful source list with counsel review
"Verified" badges	Site user experience; launch thread	Founder acknowledged badges do not link to sources; commenters contested meaning	Trust signal lacks definition and provenance	Publish verified definition with source links per field
First versus second Show HN	Earlier post later post	Repost timing may explain spike versus durable pull	Investors will ask whether curiosity is repeatable	Retention cohorts and non-Hacker News acquisition data

Diligence Findings: Issues To Fix Before You Raise

1 deal-breaker5 high2 medium

Accuracy on funding and valuation fields contested at launch by independent forum participants
deal-breaker
Commercial / KPI
Fix
Blind audit under 5% material error with correction velocity
No documented lawful data-source inventory while richest path is publicly disclaimed
high
Legal / technical
Fix
Source inventory, licenses, counsel sign-off
Compounding mechanisms read zero — community tier empty, one indexed page, API not at advertised URL
high
KPI / technical
Fix
Crawlable profiles, live API, rising corrections
No retention evidence beyond single launch thread
high
KPI
Fix
Cohort analytics and third-party traffic proxy
No monetization or entity disclosure behind "free forever"
high
Financial
Fix
Monetization wedge with unit economics and runway
Founder identity and team coverage unverified
high
Team
Fix
Identity package and hiring plan for data, QA, GTM
No published terms or privacy on OAuth product marketed for investor research
medium
Legal
Fix
Live policies and data-handling disclosure
"SEC pre-clearance" pipeline label unsubstantiated
medium
Technical / legal
Fix
Agent specification or rename to accurate description

Data Room Readiness Checklist

Procurement-readiness score: not applicable for this buyer
Rationale: Consumer and prosumer research users with no enterprise procurement gate identified in public evidence; governance gaps still matter for trust and liability.

Data Room Area	What Investors Expect	Current Read	Status	Priority
Company overview & corporate	One-pager, incorporation, good standing, structure	No public entity identified	missing	high
Financials	Monthly P&L, model, burn/runway	No public financials	missing	high
Cap table & funding history	Clean cap table, prior rounds	No public funding or cap table	missing	high
Legal & IP	Bylaws, IP assignments, material contracts	No public corporate artifacts	missing	medium
Product & technology	Roadmap, architecture, security docs	About page describes pipeline `company claim` only	partial	high
Team	Org chart, employment agreements, vesting	Solo builder signal; identity provisional	partial	high
Customers & traction	Retention, references, usage	Launch counters only; no customers named	missing	high
Market & competition	TAM, landscape, pricing	Incumbent pricing captured; StartupWiki monetization absent	partial	medium

First-Call Agenda For The Startup

Time	Topic	Founder Goal	Evidence To Bring
0–10 min	Identity and team	Establish legal name, handle linkage, and who covers data, QA, GTM	Working professional profile; org chart or hiring plan
10–25 min	Accuracy and trust	Show diligence-grade error rates and correction process	Blind gold-set audit; correction service-level agreement
25–40 min	Lawful sourcing and unit economics	Prove coverage can scale compliantly at sustainable cost	Source inventory; per-profile cost telemetry
40–50 min	Compounding and retention	Demonstrate mechanisms turning beyond launch	Cohort data; indexed-page trend; submission queue
50–60 min	Value capture and financing	Clarify monetization wedge and ownership path	Monetization design; entity; cap table; runway

Business Model And Revenue Signals

"100% free / zero paywalls"
Company-controlled Medium articlelow
SourceMedium article
Marketing copy
No public StartupWiki pricing or ads
source-backed factCompany-controlled homepagehigh
SourceStartupWiki homepage
Monetization unknown
Incumbent per-seat annual pricing EUR 12.6K–17K
source-backed factCompetitor pricing pagehigh
SourceDealroom pricing
Sets ceiling above free wedge
Competitor Pro Lite $30/month
Competitor homepagemedium
SourceStartupHub.ai
Free tier with paid upsell
Revenue, burn, runway for StartupWiki
—n/a
Source—
Cannot model subsidy duration

No public revenue or profit for StartupWiki is available.

Revenue Quality Checklist

Before this can move from hold for now to pursue, the company should be ready to show any monetization experiment with unit economics, and if still fully free, per-profile cost telemetry trending down with volume, plus retention cohorts tied to active lookup behavior. Investors will rebuild customer acquisition cost, lifetime value, payback, gross revenue retention, net revenue retention, and churn from raw data if any paid tier appears — and those figures must tie to the model and source documents.

Funding And Ownership Context

Item	Public Read	Evidence Label	Diligence Request
Total raised / rounds	Not found	`unknown`	Cap table and round history
Instruments (equity / SAFE / notes)	Not found	`unknown`	Instrument summary
Investors	Not found	`unknown`	Named backers if any
Post-money valuation	Not found	`unknown`	Round terms
Cap table / ownership	Not found	`unknown`	Fully diluted cap table
Burn & runway	Not found	`unknown`	Runway months including LLM and API spend
Next-round plan	Not found	`unknown`	Target round size and use of funds

SEC EDGAR, Companies House, and Crunchbase funding fields were checked for a StartupWiki operating entity and showed no matching filing or funding record for this product at capture. These absences constrain ownership and runway analysis but do not prove the company has never raised privately.

Founder And Team

shpran
Provisional founder identity; posted Show HN and shipped live fixes in thread
Hacker News user Hacker News Show HN
Evidencesource-backed fact for handle and thread activity; needs founder validation for legal identity
Confidencemedium
Medium @beelings.app
StartupWiki-branded content channel; four posts, one follower at capture
Medium author page
Evidencesource-backed fact for channel existence; linkage to one individual needs founder validation
Confidencemedium
LinkedIn startup-wiki-955b53417
Linked from site chrome
LinkedIn profile URL linkedin.com/in/startup-wiki-955b53417/ (site-chrome link)
EvidenceProfile linked on site; full public profile not retrievable in public research
Confidencelow
Named co-founders or employees
Not found in public sources
—
Confidencen/a

Founder Competency Coverage

Competency	shpran	What The Evidence Is
Domain depth	`unknown`	No verified prior ventures or employment history in public research
Technical build capability	`claimed`	Company describes multi-agent pipeline; sole authorship unverified
Product	`claimed`	Live product and streaming user experience on company surfaces
GTM / sales	`claimed`	Show HN launch, Substack, Medium self-published channels
Leadership / hiring	`absent`	No named team or hiring plan in public evidence
Fundraising history	`unknown`	No public rounds
Prior founding outcomes	`unknown`	No corroborated prior companies

Lawful data licensing at scale
high
Team coverage today
Solo provisional founder only
What would close it
Named data-licensing owner or counsel-backed inventory
QA and accuracy at scale
high
Team coverage today
Solo provisional founder only
What would close it
QA lead, audit process, correction operations
Enterprise trust and governance
high
Team coverage today
No public policies
What would close it
Terms, privacy, liability framework

Public Professional Footprint

These checks of public technical artifacts, professional social presence, and education traces carry low decision weight by design — they corroborate or weaken the coverage table and sharpen founder-call questions; none alone changes the verdict.

Signal	shpran	What The Public Record Shows
Technical artifacts (repo level)	`absent`	No StartupWiki.tech open-source repository surfaced in public search checks
Professional social content	`claimed`	Hacker News account ~26 days old at capture, karma 91, empty about; Medium brand channel with thin footprint
Education / credentials	`unknown`	No education traces in public research
Publications / patents / certifications	`absent`	None found

Net read: visible launch-week shipping under criticism is the strongest public signal; identity, pedigree, and team depth remain unverified gaps that gate a jockey underwrite.

Founder-Market Fit Read

What is promising: Same-day mitigations during a hostile launch thread and persistence from a flat first post to a 142-point relaunch demonstrate responsiveness rare at this stage.
What is missing: Confirmed legal identity, prior domain track record, team coverage for licensing and quality assurance, and sustained post-launch velocity beyond one thread.
What to prepare: Identity package, team-coverage map, accuracy benchmark, and post-launch shipping log covering the hardest builds.

Operating corporate entity
Not identified in public research
—
Confidencelow
Follow-upRequest incorporation documents
Prior founder ventures
Not identified
—
Confidencelow
Follow-upBackground and registry check after identity confirmation

Traction

Customer Status Table

No named paying customers, pilots, grants, or enterprise logos appeared in public evidence for StartupWiki.

G2, Capterra, and case-study searches were checked and showed no StartupWiki customer listing. These absences carry little weight at launch week but mean no customer-controlled validation exists yet.

Traction Signals

Show HN ~142 points / 46 comments
source-backed facthigh
SourceHacker News Show HN
Retention cohorts
Earlier Show HN 2 points / 0 comments
source-backed facthigh
SourceHacker News earlier post
Context for repost curve
Substack tagged launched ~4 days ago
source-backed factmedium
SourceStartupWiki Substack
Subscriber and engagement trend
Medium 1 follower / 4 posts
source-backed factmedium
SourceMedium author page
Organic content pull
Three blog posts dated June 17–18, 2026
source-backed factmedium
SourceStartupWiki Blog
Post-body traction
Absent from page-one organic results for core category query
source-backed facthigh
SourceCategory search check
Non-Hacker News acquisition
Public funding or partnerships
n/a
Source—
Registry and press

Product Hunt, G2, and app stores were checked and showed no StartupWiki listing. These absences carry little weight for a launch-week web product but confirm no independent review-platform traction.

Hiring And Org Momentum

Indeed, Glassdoor, LinkedIn Jobs, and the company careers page were checked and showed no matching listing. These absences carry little weight since job boards are often incomplete for solo launch-week builds, and employee sentiment remains unavailable.

Solo builder signal
company claim in repliesFounder described solo operation in launch thread; no named hires
SourceHacker News Show HN
Key-person bottleneck risk on coverage-intensive product

Role-mix read: No public hiring — consistent with solo launch, inconsistent with scaling a licensed-data-quality directory against funded incumbents.
Momentum read (growth / steady / contraction / unknown): unknown beyond launch-week shipping; org momentum cannot be inferred from job boards.

Traction Quality Read

Traction Dimension	Current Status	Good Enough For First Call?	Needed For Deep Diligence
Launch attention	Strong Hacker News signal	Yes for watchlist	Retention beyond thread
Accuracy trust	Independently contested	No	Blind audit
Community contribution	Zero visible	No	Rising approved corrections
Search distribution	One indexed page	No	Growing indexed long tail
Revenue or funding	Unknown	No	Entity, runway, monetization

Competitive Landscape

Segment	Examples	Customer Alternative	Pressure On StartupWiki
Paid incumbents	Crunchbase, PitchBook, Dealroom, Harmonic	Licensed databases with sales motion	Trust, coverage depth, workflow integration
Direct free competitor	StartupHub.ai	Free search plus shipped API	Occupies free plus API wedge and search visibility
Adjacent community	StartuPage	Founder profiles and community	Partial substitute for discovery, not full intelligence
Manual substitutes	Spreadsheets, portfolio pages, Wikidata	User-assembled research	Good enough for many lookups

Category Visibility Snapshot

Google / USstartup database free crunchbase alternative

Captured page-one results (2026-06-22): Reddit, ZoomInfo blog, StartuPage, Flowlie, RB2B, Databar.ai, StartupHub.ai, Veridion, LPbacked among visible owners
Was the company present?: No

Google Search US was checked for StartupWiki-branded category queries beyond the table row and showed no StartupWiki profile pages in indexed results at capture. Visibility is not market share; this read is inference with low confidence.

Visibility read (inference, low confidence): StartupWiki is absent from the organic surface a free competitor already ranks on, so distribution must be built from near zero outside Hacker News.

Pricing And Competitive Benchmark

Alternative	What It Offers	Public Price Signal	Price Vs. This Company	Evidence Label
StartupWiki	AI-generated directory	Free per company claim	—	`company claim`
Dealroom	Ecosystem intelligence	EUR 12,600–17,000 per seat per year, 3-seat minimum	Far higher	`source-backed fact`
Harmonic	Scout AI discovery	Enterprise custom pricing	Custom paid	`source-backed fact`
PitchBook	Private-market suite	Demo/custom	Custom paid	`source-backed fact`
StartupHub.ai	AI startup directory plus API	Free; Pro Lite $30/month	Low-cost upsell vs free core	`company claim`
StartuPage	Founder community platform	Free CTA	Adjacent, not full DB	`company claim`

Price positioning read: StartupWiki competes on free openness; incumbents compete on licensed depth and workflow; StartupHub.ai already anchors a free-plus-API expectation.
Price claims to correct or substantiate: "Unmetered public API" on company Medium channel versus API not found at advertised public endpoint — reconcile before fundraising narrative hardens.

Competitive Wedge

What could become defensible is a community-fed correction graph plus an indexed long tail under a free posture incumbents will not match on price — but both mechanisms read inert in public evidence today. What still looks copyable is the AI-summary directory pattern, already present at StartupHub.ai with a shipped API and better search visibility.

Risks And Open Questions

Risk	Severity	Evidence	What To Ask
Systematic accuracy failure on funding fields	high	Forum criticism on launch thread	Gold-set audit results
Lawful sourcing ceiling	high	Founder disclaimed richest ingestion path	Source inventory and counsel posture
Inverted unit economics under free model	high	Metered ingestion implied; monetization absent	Per-profile cost trend and paid wedge
Identity and solo-team bottleneck	high	Provisional founder only	Team map and hiring plan
Governance and liability gap	medium	OAuth without published terms	Policies and correction process
Incumbent and free-competitor response	medium	AI-native incumbents; StartupHub.ai visibility	Defined wedge segment with repeat usage

Pre-Mortem: The Most Likely Obituary

Cause of death (one sentence): StartupWiki never crossed the trust-and-coverage chasm — launch curiosity never converted to retained usage or community contribution, lawful sourcing kept coverage manual and metered while incumbents shipped AI on licensed data, and the free model exhausted inference subsidy before any value-capture mechanism formed.
The causal chain (3-5 steps from today to the shutdown): (1) Return cohorts decay to the single Hacker News spike with no other channel. (2) A second high-profile accuracy incident hardens the trust ceiling. (3) Manual sourcing and rising per-profile API cost exhaust runway with no entity or monetization in flight. (4) StartupHub.ai and incumbent free tiers absorb the free-plus-API wedge. (5) Solo bottleneck prevents hiring data, legal, and QA functions; product stagnates and shuts down.
The earliest observable warning sign: Social counters tick while approved submissions, indexed profile count, and non-Hacker News traffic remain near zero, and newly checked profiles show stale funding fields without source links.
The question that defuses this chain today: Show a documented lawful source inventory and a blind accuracy benchmark on a 25–50-company gold set with working source links and a correction service-level agreement.

Decision-Critical Unknowns

Unknown	Why It Is Decision-Critical	Best Evidence	Decision Effect
Field-level accuracy rate	Trust is the moat	Forum criticism only today	Confirmed fatal flaw versus diligenceable bug
Lawful scalable sourcing	Coverage is the product	Founder admission only	Pass if prohibited dependence
Post-launch retention	Separates spike from pull	`unknown`	Pursue versus pass lean
Compounding mechanism motion	Fund-returning path requires compounding	Zero submissions; one indexed page	Reopen only if turning
Entity and runway	Ownership and subsidy duration	`unknown`	Blocks check size and follow-on

Diligence Questions

First Call

Question	Why It Matters	Good Evidence
What is accuracy on a gold set versus primary filings?	Trust gate	Under 5% material error with correction service-level agreement
What is the lawful source inventory and per-profile cost?	Legal and economic ceiling	Documented sources with provenance and cost telemetry
What are return cohorts since Show HN?	Durability gate	Seven- and thirty-day cohorts plus non-HN channel

Follow-Up

Question	Why It Matters	Good Evidence
What is submission and correction volume?	Compounding gate	Rising approved corrections
What is indexed server-rendered profile count?	Search compounding	Crawlable sitemap and growing index
What monetization wedge survives free core?	Value capture	Willingness-to-pay or letter of intent

Kill Criteria

Kill Criterion	Evidence That Would Trigger It
Systematic material accuracy errors with no correction velocity	Blind audit greater than 10% material error on funding fields
Coverage depends on prohibited ingestion or unsustainable subsidy	Lawful inventory fails diligence
Identity verification evasive or disqualifying	Integrity screen failure
Zero contribution, flat cohorts, no indexed long tail at checkpoint	Compounding mechanisms still inert

Double-Down Criteria

Double-Down Criterion	Evidence That Would Justify More Diligence
Diligence-grade accuracy plus lawful sourcing plus one turning compounding metric	Any two of audit, inventory, corrections trend, indexed pages, retention
Verified founder plus team plan plus monetization wedge	Identity package and paid experiment with signal
Underwritable entity with runway and ownership room	Cap table and round terms that fit fund mandate

Founder Action Plan

Timeframe	Action	Output
Before next investor conversation	Publish lawful source inventory with per-field provenance	Sourcing package
Before next investor conversation	Run blind accuracy benchmark on 25–50-company gold set	Audit report plus correction service-level agreement
Before next investor conversation	Share post-launch cohort analytics	Retention dataset distinct from Hacker News spike
Before next investor conversation	Confirm identity and team-coverage map	Legal name, professional profile, hiring plan
Next 1–2 quarters	Ship crawlable indexed profiles and live documented API	Compounding and developer surfaces
Next 1–2 quarters	Define monetization wedge with unit economics	Value-capture package
Next 1–2 quarters	Publish terms, privacy, and liability framework	Governance package
For a fund-size investor	Disclose entity, cap table, funding, runway	Financing and ownership disclosure

Decision

Screen: Hold for now.
Confidence: medium.
Rationale: Real independent launch curiosity in an on-thesis category under expensive incumbents, but the only testable compounding asset that could let a free product out-distribute funded incumbents was negatively resolved in public checks, and trust, lawful sourcing, and value capture rest on company-controlled claims without outside-the-room validation. No confirmed fatal flaw fired, but the bar for a first call has not been met.
What would move this to pursue: Founder publishes any one of a documented lawful source inventory, a blind accuracy benchmark with correction service-level agreement, or an observable compounding signal such as rising indexed profiles, non-zero approved corrections, or credible non-Hacker News retention — conjunctively, two or more at diligence grade justify deep diligence.
What would move this to pass: Any one confirmed fatal flaw — systematic material accuracy errors with no correction velocity; demonstration that lawful coverage depends on prohibited ingestion or an unsustainable inference subsidy; evasive identity verification; or sustained zero contribution with flat cohorts and no indexed long-tail growth at checkpoint.
Recommended next step: Watch closely; do not schedule a first founder call until at least one gate closes; reassess at six months or on any founder-published artifact above.
Founder preparation standard: Bring the three-package fix — lawful sourcing plus accuracy benchmark plus crawlable indexed profiles with non-zero corrections — before expecting institutional time.

How We Would Miss This One

The miss scenario: The solo builder compounds faster than the structural skeptics expect — community corrections turn on, server-rendered profiles index into a durable long tail, accuracy audits clean up faster than incumbents adapt, and a free wedge with paid API captures a habitual founder-and-investor lookup segment before StartupHub.ai or incumbent free tiers consolidate the category.
Flip conditions: Documented lawful sourcing plus blind audit under 5% material error plus rising indexed profiles and corrections plus verified identity and underwritable entity with monetization wedge.
Revisit trigger / date: Any founder-published artifact in the Founder Action Plan; credible third-party traffic or press signal; or six-month checkpoint approximately 2026-12-22.

Source Log

StartupWiki homepage
startupwiki.tech
Product surface, navigation, zero micro-businesses, OAuth login
Retrieved 2026-06-22Company-controlled pagehigh
StartupWiki About page
startupwiki.tech
Positioning, multi-agent pipeline, use cases
Retrieved 2026-06-22Company-controlled pagemedium
StartupWiki Blog index
startupwiki.tech
Launch-week content dates
Retrieved 2026-06-22Company-controlled pagehigh
StartupWiki Substack
startupwiki.substack.com
Newsletter launch timing, thin engagement
Retrieved 2026-06-22Company-controlled newslettermedium
Medium @beelings.app author page
medium.com
Brand channel footprint
Retrieved 2026-06-22Company-controlled author pagemedium
Medium — Crunchbase alternatives 2026
medium.com
Free, scale, API, decay claims
Retrieved 2026-06-22Company-controlled articlelow
Hacker News — Show HN (142 pts)
news.ycombinator.com
Launch counters, forum criticism, founder replies
Retrieved 2026-06-22Public forumhigh
Hacker News — earlier Show HN (2 pts)
news.ycombinator.com
First-launch baseline
Retrieved 2026-06-22Public forumhigh
Hacker News — user shpran
news.ycombinator.com
Account age, karma, builder handle
Retrieved 2026-06-22Public forum profilehigh
Crunchbase — Crunchbase company profile
crunchbase.com
Incumbent scale, traffic proxy, similar companies
Retrieved 2026-06-22Startup database (Crunchbase)medium
PitchBook homepage
pitchbook.com
Incumbent category and use cases
Retrieved 2026-06-22Company-controlled pagehigh
Dealroom homepage
dealroom.co
Incumbent positioning
Retrieved 2026-06-22Company-controlled pagehigh
Dealroom pricing
dealroom.co
EUR 12,600 and EUR 17,000 per seat annual list prices
Retrieved 2026-06-22Company-controlled pricing pagehigh
Harmonic homepage
harmonic.ai
AI-native discovery positioning
Retrieved 2026-06-22Company-controlled pagehigh
Harmonic pricing
harmonic.ai
Coverage scale, enterprise pricing motion
Retrieved 2026-06-22Company-controlled pricing pagehigh
StartuPage homepage
startupa.ge
Adjacent founder community substitute
Retrieved 2026-06-22Company-controlled pagemedium
StartupHub.ai homepage
startuphub.ai
Direct free competitor, API, Pro Lite pricing
Retrieved 2026-06-22Company-controlled pagemedium

Access limitations: The site-linked LinkedIn person profile for the founder was not retrievable through public dataset research, so employment history, education, and photo could not be independently verified; identity remains provisional on the Hacker News handle and cross-linked surfaces only. Crunchbase's public pricing page rendered as a login-gated shell, so no dollar list price for Crunchbase is cited here. Category and indexation checks relied on search-result visibility rather than linkable primary pages, so absence findings are labeled accordingly and do not prove permanent nonexistence. The advertised API path and several profile deep-link patterns returned not-found responses in public checks and are discussed as absence findings without citing broken URLs as positive evidence. No founder-provided private materials were available; retention, accuracy depth, lawful sourcing inventory, per-profile cost, entity, cap table, and runway could not be validated from public sources alone.

Public disclaimer: This is an independent public teardown based solely on publicly available information retrieved on 2026-06-22. It is research support, not investment, legal, tax, or financial advice. Company-provided statements are labeled as claims, not verified facts. StartupWiki did not participate in or review this report. Errors and omissions are possible; final decisions remain with the reader.

What The Company Does#

Key Takeaways#

What Makes This Potentially Fundable#

The Four Holes To Close Before Fundraising#

Decision Snapshot#

IC Disagreement Map#

Scenario Range#

What Investors Will Test#

Claim Reconciliation: Inconsistencies Investors Will Catch#

Diligence Findings: Issues To Fix Before You Raise#

Data Room Readiness Checklist#

First-Call Agenda For The Startup#

Business Model And Revenue Signals#

Revenue Quality Checklist#

Funding And Ownership Context#

Founder, Team, And Related Entities#

Founder And Team#

Founder Competency Coverage#

Public Professional Footprint#

Founder-Market Fit Read#

Related Entities And Founder-Associated Companies#

Traction#

Customer Status Table#

Traction Signals#

Hiring And Org Momentum#

Traction Quality Read#

Competitive Landscape#

Category Visibility Snapshot#

Pricing And Competitive Benchmark#

Competitive Wedge#

Risks And Open Questions#

Pre-Mortem: The Most Likely Obituary#

Decision-Critical Unknowns#

Diligence Questions#

First Call#

Follow-Up#

Kill Criteria#

Double-Down Criteria#

Founder Action Plan#

Decision#

How We Would Miss This One#

Source Log#