Kaeda
Free · Sourced
← All cases
SerpApi
USA · devtool / SERP API · bootstrapped 2017 · about $3M/yr (est.)
👤 Julien Khaleghy (French founder-engineer. Built SerpApi solo in 2017 and kept it bootstrapped to about 35 people. Now says he may pursue an IPO.)🌐 site𝕏LinkedIn

A bootstrapped 2017 Google-scraper now feeds OpenAI and Perplexity — and Google is suing to shut it off.

Will it work? · our read
A rented moat. Won on boring reliability, then the AI wave made them essential. The catch: they resell data they don't own — and Google is now suing to cut it off.
01How the money moves
Scrape live Google / Bing / etc. SERPs into clean structured JSON
Meter every API call: free 250/mo to $275/mo, enterprise
AI labs + SEO tools pay for the live feed → about $3M/yr, $0 VC
02The numbers
about $3M
Est. annual revenue
getLatka
about 40%
Revenue from AI labs
Sacra
$0
VC raised since 2017
Crunchbase
Revenue is a third-party estimate — SerpApi has not disclosed official numbers. Sacra profile
getLatka estimates about $3M/yr; Google's own complaint calls it 'a few million a year.' Not officially disclosed.
03Weight class — CENTStap an axis
ControlEntryNeedTimeScale
Control Low
Doesn't own the data — depends on Google's tolerance. Now litigated: Google and Reddit are suing over the scraping.
04The key move
Sell the pickaxe
SerpApi stayed a neutral data layer — clean JSON of live search — and never built its own SEO tool. So when AI labs needed fresh Google data, the pickaxe was already built.
our read
The counter-intuitive move
The neutrality cuts both ways: reselling Google and Reddit data made SerpApi a target. Both filed suit in 2025 to cut off the supply its AI customers now depend on.
fact
05Where the moat is
Real, but rented — the moat is access to data SerpApi doesn't own.
8 yrs of anti-bot scraping infraBundled U.S. legal shieldClean JSON + enterprise SLANeutral: feeds SEO and AI both
06How it diesstrong confidence
SerpApi resells data it doesn't own. If Google or Reddit win their scraping suits — or Google simply hardens anti-bot — the supply is cut, and the AI customers that are 40% of revenue vanish. our read
Show evidence · counter
Evidence: Google v. SerpApi (N.D. Cal., Dec 2025) and Reddit's Oct 2025 suit are public court filings; SerpApi filed a motion to dismiss in Feb 2026.
Counter: It has survived engine blocks for 8 years, argues scraping public results is legal (motion to dismiss filed), and Google itself concedes SerpApi can't pay full statutory damages.
07Against rivals
Bright Dataproxy + SERP, custom
OxylabsSERP API, custom
DataForSEOpay-as-you-go
SerpApifree 250 → $275/mo, ent.
SERP data is a crowded pickaxe market — the proxy giants are far bigger; SerpApi wins on clean, developer-first JSON and bundled legal cover. our read
08Who uses it
AI labs (OpenAI, Perplexity)SEO & rank-tracking toolsMarketing agenciesResearchers / data teamsBanks (KYC checks)
Would it work for you?
Would you build your whole business on data you don't own — betting your access outlasts the owner's patience?
SerpApi's entire moat is rented from Google. Could you sleep building on borrowed access? We don't score you — you answer.
🚀Use it as a launchpada prompt for your own AI
Copy → paste into your AI → then develop it freely in the conversation.
You are a sharp, honest startup strategist. Use the proven case below as a launchpad for MY idea — help me find my own angle, not copy it. <my_profile> Domain I know: [your domain] My unfair advantage (access/audience): [your edge] Interests: [your interests] Resources & goal: [your resources] · [your goal] </my_profile> <case name="SerpApi" model="devtool"> What it does: A pay-per-call API that scrapes Google, Bing and other engines and returns clean structured JSON of live search results. Why it won (moat): Eight years of reliable anti-bot scraping infra plus a bundled U.S. legal shield most rivals won't offer — SERP data at scale, developer-first. Weakest axis (CENTS): Control. SerpApi doesn't own the data; it depends on continued access to search engines that are actively trying to block it. How it could die: Google or Reddit win their scraping suits, or Google hardens anti-bot — the supply is cut and the AI customers (40% of revenue) vanish. </case> <task> Be a skeptical operator, not a cheerleader. No generic startup platitudes. If my angle is weak, say so plainly. First, a reality check: markets like this mostly fail. State the honest base rate (how crowded/hard is this?) and the ONE specific thing that would have to be true for ME to be the exception — grounded in my profile above. Then a compact table: - Fit — does this pattern suit my edge, or fight my gap? - Angle — my sharpest differentiation vs SerpApi (concrete, not "better UX") - Distribution — exactly where my first 100 users come from (this is the hardest part — be specific, not "content marketing") - Risk — its "how it dies" (above) in MY situation Finish with one line: "The single thing to do next." Use only the facts above; if data is thin, say so — never invent numbers. Then stay with me and go deeper on whatever I ask — tech stack, rough cost & time, the smallest MVP to test, pricing, or timing. </task>
✓ Copied — paste into your AI
👤Placeholders like [your domain] auto-fill from your profile — example values for now.Set up profile →
Sourcesupdated · daily
Search Engine Land — Google sues SerpApi over scraping and reselling Search data (Dec 2025).Sacra — SerpApi profile: bootstrapped since 2017, about 40% of revenue from AI companies, pricing tiers.getLatka — third-party estimate of about $3M revenue and a roughly 27-person team (2025).IPWatchdog — Google's complaint notes SerpApi 'earns a few million dollars in annual revenue.'SerpApi — first-party company and team page.
Revenue (about $3M/yr) is a third-party estimate from getLatka, loosely corroborated by Google's complaint calling it 'a few million a year' — not officially disclosed by SerpApi, so flagged EST and unverified. Team size varies by source (27 to 35). The 'sell the pickaxe / stayed neutral' framing is our read; the 2025 lawsuits, pricing, and the-40%-from-AI revenue mix are documented facts. We never score you.