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ConceptI built a tool to check website access for 14 AI crawlers

Which AI crawlers can read your site right now — and do you

Author · MicroValidator Last updated Who this is for Independent website owners, content creators, and small publishers without dedic

Core takeaway / TL;DR

Run a one-week concierge audit experiment. The build is easy; the missing eviden

Suggested next step Run a manual concierge audit for 10–20 site owners before wr

Run a one-week concierge audit experiment. The build is easy; the missing eviden

Next experiment

Run a manual concierge audit for 10–20 site owners before wr

Best thing to validate

A narrow audit deliverable that turns a confusing robots.txt question into a sim

Biggest risk

Site owners may see this as a free one-time check and not pay; generic robots.tx

Critical assumption (summary)

Site owners care enough about AI crawler access to pay for a one-time audit.

Show objections and continue/stop

Strongest objection

Anyone can open robots.txt or use a free checker; '14 AI crawlers' is a feature, not a job-to-be-done.

Continue if

If at least 5 pay and the audit takes under 20 minutes, build a self-serve page and consider a monitoring add-on.

Pivot if

If no one pays or participants say the problem is trivial, stop and pivot to a different AI-crawler pain point, such as

Show score rationale

AI crawler access is a topic of interest in the SEO/publishing community, but interest alone does not prove demand.

Fill the critical gaps (max 2)

“I don’t know” is fine — we give how to get evidence; we never invent interviews or payments.

Q: Will site owners pay for an AI-crawler access audit, or is a free robots.txt checker enough?

The tool is technically easy; the business risk is demand, not build.

How to get evidence: Run a concierge experiment: manually audit 10–20 sites, deliver reports, and ask for payment or pre-order; record conversion and verbatim reactions.

Q: What do site owners currently do to check/block AI crawlers, and what is the cost of getting it wrong?

Without knowing the status quo, we cannot position the wedge or price it.

How to get evidence: During the concierge experiment, ask each participant how they check today, what tools they tried, and what happened when they found an unwanted crawler.

02 Where the signal came from

Raw keyword

I built a tool to check website access for 14 AI crawlers

Discovery channel

Hacker News

Source note

Hacker News Show HN · 产品向标题线索，非需求证明

04 Business breakdown

Who needs this

Independent website owners, content creators, and small publishers without dedicated SEO or DevOps support.

Job to be done

Know which of 14 AI crawlers are allowed to access their site and get a simple recommended robots.txt change.

Why they might pay

Saves manual research time and reduces uncertainty about AI scraping; a one-time audit is a low-cost decision.

Alternatives

Manually reading robots.txt, using generic robots.txt checkers, Cloudflare/analytics logs, or asking in forums.

Differentiation wedge

A single-domain AI-crawler access audit that returns a clear allowed/blocked table and copy-paste robots.txt rules.

OPC scope

A single-domain audit page: fetch robots.txt, parse meta tags, and show allowed/blocked status for a hardcoded list of 14 AI crawler user agents; no monitoring, login, or analytics.

Open questions

  • Do site owners already know the names of AI crawlers?
  • Would they prefer to block all AI bots or only specific ones?
  • Is the pain about content theft, server load, or SEO reputation?

05 Search & acquisition

Primary channel:

Hacker News, IndieHackers, SEO and AI newsletters, site-owner communities

Click a keyword to copy. Tags: AI candidate / queried / thin sample.

Talking points

  • Find out in 30 seconds which AI crawlers can read your site
  • Copy-paste robots.txt rules for 14 AI crawlers
  • No signup, just a domain check

Minimum experiment 06 Minimum validation experiment

One falsifiable step before you continue or stop.

Valid signal = real task completion, reuse, or pay intent — with observe + continue/stop.

Recruit 10–20 site owners from HN/IndieHackers/SEO communities with a post offering a free AI-crawler access audit.

Observe

Number of signups and comments; whether people share their current workaround.

Continue

At least 10 site owners request the audit.

Stop

Fewer than 5 signups in 3 days or negative feedback that the problem is trivial.

Manually audit each site: fetch robots.txt, check meta tags, and test the 14 AI crawler user agents against the rules.

Observe

How many sites have at least one AI crawler allowed; how long each audit takes; surprises in robots.txt syntax.

Continue

Audits are feasible in under 20 minutes each and reveal meaningful variation.

Stop

Most sites already block all AI crawlers or have no AI crawler traffic.

Deliver a one-page report with an allowed/blocked table and recommended robots.txt rules, then ask for a one-time payment or pre-order.

Observe

Payment conversion, questions, and whether participants ask for monitoring or recurring checks.

Continue

At least 5 participants pay or commit to paying.

Stop

No one pays and participants say they can do it themselves.

Follow up with each participant to learn their status quo and cost of inaction.

Observe

Verbatim quotes about current tools, pain, and willingness to pay.

Continue

The status quo is manual, error-prone, or costly.

Stop

Participants say it is a one-time trivial task they would not pay for.

Decide whether to build a self-serve audit page.

Observe

Evidence from steps 1–4; if conversion is strong, scope the MVP to a single audit endpoint.

Continue

Clear payment signal and repeatable audit process.

Stop

No payment signal; pivot to a different angle, such as monitoring or log analysis.

FAQ

Should I keep building this idea?

Run a one-week concierge audit experiment. The build is easy; the missing eviden

What is the smallest next experiment?

Run a manual concierge audit for 10–20 site owners before wr

What is the biggest risk right now?

Site owners may see this as a free one-time check and not pay; generic robots.tx

Who is this validation for?

Independent website owners, content creators, and small publishers without dedicated SEO or DevOps support.

How should I read the score?

Current OPC feasibility score is 4/100. It is an AI-assisted executability check, not a market guarantee. Low scores mean “prove demand first,” not “never build.”

07 Evidence & boundaries

Demand evidence summary

No external evidence yet. The only signal is the user's Hacker News headline, which shows builder interest, not market demand.

External record

None

User-stated

  • [object Object]

Model hypothesis

  • Site owners who publish content may want to know which AI crawlers are allowed and may pay for a simple audit.
  • The 14-crawler scope is a differentiator because general robots.txt checkers do not cover AI user agents.

Known facts

  • The user provided a Hacker News headline about a tool to check website access for 14 AI crawlers.
  • No interviews, search volume, or payment data were provided in this run.
  • Checking robots.txt and meta tags is a technically plausible web task.

Unverified assumptions

  • Site owners may not know which AI crawlers access their site.
  • A one-time audit may be enough value to start.
  • The 14-crawler list is a differentiator.

AI inference: AI crawler access is a topic of interest in the SEO/publishing community, but interest alone does not prove demand.

Advanced: one-click frontend skeleton

Turn this idea into a single-file HTML MVP (Tailwind CDN + core interaction mock).