@ijonis/geo-lint ↗
Inspectable local and CI-friendly content linting is preferred.
Free single-page SEO/AEO audit with an AIReady score and mini visibility report
Free, simple URL-submission workflow.
Source review: · Public-source research, not a hands-on test
Independent evidence is limited to a small Show HN launch thread; no representative customer-review or efficacy sample was found.
Small businesses and founders wanting a free first-pass AEO checklist.
No reviewed source independently proves score accuracy, citation lift, customer satisfaction, traffic, leads, or revenue.
01 / Editorial assessment
FreeAIWebsiteAudit is a useful low-friction first pass for small teams that want a plain-language AEO checklist. The live site exposes the submission flow, score range, audit categories, and sample report, while the Show HN thread corroborates the public launch. The evidence does not disclose the score formula, validate its predictive value, or establish that findings increase citations or traffic. Use it for triage and verify important recommendations with raw technical evidence and fixed AI-search measurements.
02 / Scope, not promises
0–100 score presented as a measure of AI-search readiness; methodology and calibration are not published in reviewed sources.
Archived research · Vendor-published product surface checked 2026-11-02Research excerpt · Quick factsHomepage advertises 40+ signals and names schema, AI-bot crawlability, FAQ, entity, content, citation, RAG, and AEO areas.
Archived research · Vendor-published product surface checked 2026-11-02Research excerpt · Features and practical implicationsHomepage says within minutes; the Show HN launch post described a possible 24-hour processing turnaround.
Archived research · Conflicting public statements checked 2026-11-02Research excerpt · Pricing and limitsShow HN launch thread dated June 1, 2026 showed 2 points and 1 comment at review time; launch context only.
Archived research · Independent public source checked 2026-11-02Research excerpt · User feedback and evidence qualityNo reviewed source independently proves score accuracy, citation lift, customer satisfaction, traffic, leads, or revenue.
Archived research · Editorial evidence boundary checked 2026-11-02Research excerpt · User feedback and evidence qualityThe homepage advertises a broad checklist spanning schema, AI-bot crawlability, FAQ, entities, content, citations, RAG, and AEO. This supports scope, not rule precision or causal importance.
A 0–100 score and sample report summarize findings such as structured data, crawlability, entity clarity, content depth, and citation signals. Weighting and calibration are not published.
Users submit a public URL and receive a hosted report. Confirm what is fetched, what submitted data is retained, and whether results can be exported or deleted.
03 / Commercial boundaries
Terms below reflect the 2026-11-02 source review, not a new live quote. Confirm currency, billing term, tax and required scope with the provider.
Free audit and free single-page scan; no paid plan or complete quota schedule was found in reviewed public pages.
Archived research · Vendor-published offer checked 2026-11-02Research excerpt · Pricing and limitsOfficial homepage observed on 2026-11-02: free audit and free single-page scan; no paid plan or complete quota matrix was exposed.
04 / The tradeoffs
No reviewed source independently proves score accuracy, citation lift, customer satisfaction, traffic, leads, or revenue.
05 / Choose by the job
Editorial fit comparisons—not performance rankings or claims that one option always wins.
Inspectable local and CI-friendly content linting is preferred.
A broader audit workflow with documented rule boundaries is needed.
An open-source website optimizer and technical audit workflow is preferred.
06 / What we can substantiate
Independent feedback is limited to a Show HN launch thread with 2 points and 1 comment. No representative customer review sample, controlled comparison, hands-on benchmark, or outcome study was found.
Not a customer-review sample and does not validate score quality, efficacy, or business outcomes
Snapshot: 2026-11-02 · View source
AICiteKit assessment: public-source research, not a hands-on product test. Official materials establish stated scope; reviews are dated and may concern the broader platform. Neither establishes guaranteed citations, traffic or revenue.
| Source | Evidence type | Checked |
|---|---|---|
| FreeAIWebsiteAudit official homepage ↗ | Official product, workflow, and scope | |
| FreeAIWebsiteAudit How It Works ↗ | Official explanatory page | |
| FreeAIWebsiteAudit robots.txt ↗ | Official technical surface | |
| Show HN launch thread ↗ | Independent launch/community context |
Preserved from the published research. Dates, review counts and product-scope qualifications below have not been refreshed by this layout migration.
Official pages support product identity, workflow, score, and advertised audit categories. Show HN supports launch context only. No reviewed source independently proves score accuracy, citation lift, customer satisfaction, traffic, leads, or revenue.
Layout migration: October 4, 2026. The original MDX research is retained in the repository; this reorganization does not refresh its factual verification dates.