AI Visibility Audit
A human-reviewed cross-platform Snapshot for your company.
See when ChatGPT, Gemini and Perplexity recommend your competitors, which sources shape the answers, and what to fix first.
For companies, brands and organisations whose customers research providers online — B2B software, professional services, agencies, ecommerce, education, hospitality, specialist providers. You need an established public website, a clear offering, and ideally up to three known competitors.
THE PROBLEM
Buyers can meet your competitors before they meet you.
AI assistants often answer category and comparison questions with a short list. If your brand is missing, misdescribed, or supported by weak third-party sources, a prospect may never reach your website.
A general SEO report does not show the actual answers. This audit records the prompts, mentions, competitor substitutions, visible sources, factual errors, and the highest-priority fixes for one market — it is a documented diagnostic, not a generic PDF.
EXACT DELIVERABLES
One compact report, designed for a decision.
01
Prompt set
15–20 customer-intent prompts, expanded from your five seed questions and tested consistently.
02
Brand visibility
Brand mention rate, omissions, recommendation visibility, position and wording.
03
Competitor map
Which named and unexpected competitors appear instead, by question.
04
Source map
Visible citations and publishers, plus source-quality gaps.
05
Accuracy check
Factual errors and unsupported claims checked against public evidence.
06
Action plan
Five prioritized content or technical actions, reviewed with human QA.
PLATFORMS TESTED
ChatGPT, Gemini and Perplexity.
Tests use the same buyer questions, a documented date, and the accessible default experience available during the analysis. Where a platform exposes citations, they are recorded.
SAMPLE OUTPUT
| Question | Your brand | Competitors ahead |
|---|---|---|
| Best tools for X? | Mentioned #3 | Competitor A, B |
| Alternative to Y? | Absent | Competitor C, D |
| Privacy-conscious option? | Mentioned #1 | Competitor B |
Illustrative format only. The full public sample uses actual observations for Tally in the online form builder category.
TWO DIFFERENT QUESTIONS
Agent readiness and recommendation visibility are separate.
Agent readiness asks whether an AI agent can technically discover, retrieve, authenticate with and interact with a website. AI recommendation visibility asks whether a platform actually recognizes, mentions or recommends the brand in a buyer scenario.
A technically agent-ready site may still be absent from AI recommendations. This Snapshot measures the gap between accessibility and actual brand visibility.
A final report may show independently checked technical signals or an externally supplied Agent Readiness score in its own section. It is never blended opaquely into the recommendation results.
LIMITATIONS
A dated snapshot, not a ranking guarantee.
AI answers vary by model, location, account state, personalization and time.
Not every platform exposes citations for every answer.
The report tests 15–20 customer-intent prompts derived from your five supplied seed questions; it is not exhaustive market monitoring.
We do not guarantee rankings, citations, inclusion, traffic growth, or a change in any platform's answer.
No automated monitoring or ongoing subscription is included.
SHORT INTAKE
Submit the market context, then pay securely.
Delivery is within 3 business days after payment and a complete intake.
Questions before purchase? remoteworkkofficial@gmail.com