Am I on AI? ↗
Lightweight brand-presence checks; compare coverage and citation detail.
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The selection guideSource-backed research ↗
AI Search Monitoring / AI answer visibility checker
CitySignal
Dated, inspectable sampling of buyer-question answers and source citations
AI answer monitoringCitation inspection
Why it stands out
Separates text mentions from structured first-party citations.
Source review: · Public-source research, not a hands-on test
Independent evidence is currently limited to launch/discovery context; no representative customer-review or efficacy sample was found.
↗ Best for
Small brands testing whether high-intent buyer questions return their domain as a source.
! Know before you buy
CitySignal does not claim to directly query ChatGPT, Perplexity, or Google AI Overviews; it uses live-search sampling as a proxy.
01 / Editorial assessment
Is CitySignal for you?
The AICiteKit take
CitySignal is strongest when the buyer wants a dated, inspectable sample of buyer-question answers rather than an opaque or universal AI ranking. Its public methodology separates brand mentions from structured first-party citations, records timestamps and sample size, and excludes failed queries from misses. The trade-off is scope: the product explicitly does not claim to directly query ChatGPT, Perplexity, or Google AI Overviews, and the independent evidence base is currently too small to support efficacy or satisfaction claims.
A good fit if you are…
- Small brands testing whether high-intent buyer questions return their domain as a source.
- Agencies needing a dated, URL-level conversation starter for GEO work.
- Content teams comparing brand mentions with first-party citations.
- Researchers who prefer transparent proxy measurements and explicit boundaries.
- Buyers seeking a low-cost check before an enterprise monitoring platform.
Consider another option if…
- Teams requiring direct reproducible access to each named consumer AI assistant.
- Enterprises needing SSO, audit logs, retention terms, regional processing, or an API contract.
- Technical SEO teams seeking crawling, schema validation, or robots analysis.
- Anyone treating a small sample as market share, traffic attribution, or revenue evidence.
- Users needing a documented multilingual, geography, quota, or refresh matrix.
02 / Scope, not promises
Features & coverage
- Question capacity
Up to five buyer questions per check.
Archived research · Vendor-stated workflow checked 2026-10-31Research excerpt · Quick facts- Citation definition
A citation counts when a structured source URL points to the supplied domain or subdomain.
Archived research · Vendor-stated methodology checked 2026-10-31Research excerpt · What the workflow measures- Independent evidence
Hacker News launch listing showed 2 points and no comments at review time; this is discovery context, not efficacy evidence.
Archived research · Independent public source checked 2026-10-31Research excerpt · User feedback and evidence quality- Score formula
Cited sampled questions divided by successful answers, multiplied by 100; failed queries are excluded from misses.
Archived research · Vendor-stated methodology checked 2026-10-31Research excerpt · What the workflow measures- Refund terms
The official FAQ states a 14-day refund guarantee and PayPal subscription controls.
Archived research · Vendor-stated terms checked 2026-10-31Research excerpt · Pricing and usage limits
Buyer-question sampling
Users provide a domain, brand, and up to five buyer questions. The vendor says questions are sent unmodified without injecting the brand or competitors.
Citation and mention separation
CitySignal separates text mentions from structured source URLs and reports the returned URLs and competing brands.
Transparent proxy boundary
The public site frames the output as a dated live-search observation, not a permanent rank or direct report from ChatGPT, Perplexity, or Google AI Overviews.
A focused evaluation workflow
- Start with branded, category, comparison, alternative, and problem-aware buyer questions.
- Record provider, geography, language, date, prompt text, raw answer, citations, and failures.
- Separate mentions, first-party citations, competitors, referral traffic, and conversions.
- Compare repeated samples with manual checks or another monitoring tool before making a client claim.
- Ask for quotas, export, API, retention, and provider-change terms before subscribing.
03 / Commercial boundaries
Pricing & limits
Terms below reflect the 2026-10-31 source review, not a new live quote. Confirm currency, billing term, tax and required scope with the provider.
- Public pricing
Free Check; Monitor $29/month; Agency $99/month; Deep Audit Pass $9, according to the official site.
Archived research · Vendor-published offer checked 2026-10-31Research excerpt · Pricing and usage limits- Free access
The official site advertises a free check.
Archived research · Vendor-published offer checked 2026-10-31Research excerpt · Quick facts
Pricing context & qualifications
Official public offers observed on 2026-10-31: Free Check; Monitor $29/month; Agency $99/month; Deep Audit Pass $9. The public page does not expose a complete quota, refresh, seat, geography, language, export, or API matrix.
04 / The tradeoffs
Strengths & weaknesses
Reasons to shortlist
- Separates text mentions from structured first-party citations.
- Records dates, sample size, returned URLs, and method boundaries.
- States how failed queries are treated in the citation score.
- Offers public low-cost entry points.
- Discloses that its measurement is a live-search proxy rather than universal engine coverage.
Reasons to pause
- Direct ChatGPT, Perplexity, and Google AI Overviews querying is not claimed.
- Public pages do not expose a complete engine, geography, language, quota, export, or API matrix.
- Independent feedback is too sparse for quality or satisfaction conclusions.
- A five-question sample is not a market-wide visibility census.
- No reviewed source proves citation lift, traffic, leads, or revenue.
CitySignal does not claim to directly query ChatGPT, Perplexity, or Google AI Overviews; it uses live-search sampling as a proxy.
05 / Choose by the job
Alternatives to consider
Editorial fit comparisons—not performance rankings or claims that one option always wins.
CiteVista ↗
Citation discovery and source analysis; compare its scope with CitySignal’s buyer-question sample.
Otterly.AI ↗
Broader recurring AI visibility monitoring; validate engine and reporting differences.
06 / What we can substantiate
Reviews & evidence
Independent feedback is currently limited to a Hacker News launch listing with minimal engagement. No hands-on test, representative customer review sample, controlled comparison, or outcome benchmark was found.
Hacker News launch listing
Not a customer-review sample and does not validate quality or efficacy
Snapshot: 2026-10-31 · 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.
Sources & original verification dates
| Source | Evidence type | Checked |
|---|---|---|
| CitySignal official site ↗ | Official product and methodology | |
| CitySignal methodology ↗ | Official methodology page | |
| CitySignal AI visibility checker guide ↗ | Official guide | |
| Hacker News launch thread ↗ | Independent launch/discovery context |
Original review evidence & date 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 current positioning, methodology, pricing, and stated limitations. Hacker News supports independent launch/discovery context only. No reviewed source independently proves accuracy, citation lift, customer satisfaction, traffic, leads, or revenue.
Research notes & unresolved discrepancies
- Official sources establish vendor-stated workflow, pricing, and limits. The independent source is launch context only.
- Do not treat the citation score as a universal AI rank, traffic metric, or revenue forecast.
Layout migration: October 4, 2026. The original MDX research is retained in the repository; this reorganization does not refresh its factual verification dates.