Proofsource
Server Details
AI visibility: which buyer questions name your brand in ChatGPT, Perplexity, Claude, AI Overviews.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- Repository
- lcbasu/proofsource-plugins
- GitHub Stars
- 0
TDQS
Score is being calculated.
Available Tools
14 toolsadd_brandCheck my brand in AI answersIdempotentInspect
Start measuring a brand: does ChatGPT, Perplexity, Claude or Google AI mention it, and who does AI recommend instead? Give the brand's website (or its app store, Google Maps, YouTube or Instagram link). Proofsource reads the site, picks the buyer questions, and starts the first scan across the AI engines. Reading the site takes 1-2 minutes; if it is still running, call again with the same link and it picks up the same run, never a second one. Returns the brand_id; then use get_scan_status.
| Name | Required | Description | Default |
|---|---|---|---|
| link | Yes | The brand's website, like acme.com, or its app store, Google Maps, YouTube or Instagram link. | |
| description | No | Optional: what the brand sells, in a sentence. Only needed when add_brand says it couldn't read the website. |
create_promptTrack a new buyer questionIdempotentInspect
Adds a buyer question to a topic so Proofsource asks it on every engine in the plan from the next run. Counts toward the plan's question limit. Calling again with the same text returns the existing question, never a duplicate.
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | The question, phrased the way a buyer would ask an AI assistant. | |
| topic_id | Yes | Topic id from list_topics. | |
| target_engines | No | Optional: limit to these engines. Omit for the plan's engines. | |
| confirm_new_engines | No | Set true to confirm using an engine this workspace has never used before. |
get_changesWhat changed in my AI visibility?Read-onlyIdempotentInspect
What moved over the window: the daily mention-rate trend, how much the engines' answers changed, notable changes on competitors' websites, and new pages about the category.
| Name | Required | Description | Default |
|---|---|---|---|
| brand_id | No | Brand id from list_brands. May be omitted when the workspace tracks a single brand. | |
| window_days | No | Trailing window in whole UTC days ending today. Default 30. |
get_citationsWhich sources do AI answers cite?Read-onlyIdempotentInspect
The websites AI answers cite for the brand's buyer questions, ranked by share of citations and by how many answers cite them, and where the brand's own site ranks.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max sites per ranking. Default 25. | |
| engines | No | Optional: only these engines (e.g. openai, perplexity, anthropic, google_aio). Default: the engines the dashboard headline counts (ChatGPT, Perplexity, Claude, Google AI Overviews, plus any the plan adds); the reply's counted_engines names them. | |
| brand_id | No | Brand id from list_brands. May be omitted when the workspace tracks a single brand. | |
| window_days | No | Trailing window in whole UTC days ending today. Default 30. |
get_competitorsWho does AI recommend instead of me?Read-onlyIdempotentInspect
The competitors AI answers name for the brand's buyer questions, per engine, with each one's share of voice against the brand and how it changed over the window.
| Name | Required | Description | Default |
|---|---|---|---|
| engines | No | Optional: only these engines (e.g. openai, perplexity, anthropic, google_aio). Default: the engines the dashboard headline counts (ChatGPT, Perplexity, Claude, Google AI Overviews, plus any the plan adds); the reply's counted_engines names them. | |
| brand_id | No | Brand id from list_brands. May be omitted when the workspace tracks a single brand. | |
| window_days | No | Trailing window in whole UTC days ending today. Default 30. |
get_fix_verificationDid my fix work?Read-onlyIdempotentInspect
Each fix marked shipped for the brand with its mention rate before and after and a verdict: moved (beyond normal answer churn), within_noise, or awaiting_samples. Fixes marked "Not a fix" are left out; auto-detected page changes carry source auto_detected.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Most recent fixes to return. Default 20. | |
| brand_id | No | Brand id from list_brands. May be omitted when the workspace tracks a single brand. | |
| fix_event_id | No | Optional: just this fix. |
get_report_linkGet a shareable AI visibility reportRead-onlyIdempotentInspect
A link to the brand's AI visibility report to share with a team or client: how often AI answers mention the brand, which competitors they name instead, and which sources they cite. Returns the newest finished report's own unlisted link. Reports are built automatically after a brand's first scan.
| Name | Required | Description | Default |
|---|---|---|---|
| brand_id | No | Brand id from list_brands or add_brand. May be omitted when the workspace tracks a single brand. |
get_scan_statusIs my brand's scan done?Read-onlyIdempotentInspect
Progress of a brand's first scan after add_brand: the stage, how many AI answers are in out of how many expected, per engine, and when it should finish. Once complete, use get_visibility for the results.
| Name | Required | Description | Default |
|---|---|---|---|
| brand_id | No | Brand id from list_brands or add_brand. May be omitted when the workspace tracks a single brand. |
get_visibilityIs my brand mentioned in AI answers?Read-onlyIdempotentInspect
How often ChatGPT, Perplexity, Claude and Google AI mention the brand when buyers ask about its category. by=engine (default): mention rate, share of voice, average position, citation share and sentiment per engine, with the change from the previous period. by=question: each buyer question's mention rate and rank.
| Name | Required | Description | Default |
|---|---|---|---|
| by | No | engine (default) or question. | |
| engines | No | Optional: only these engines (e.g. openai, perplexity, anthropic, google_aio). Default: the engines the dashboard headline counts (ChatGPT, Perplexity, Claude, Google AI Overviews, plus any the plan adds); the reply's counted_engines names them. | |
| brand_id | No | Brand id from list_brands. May be omitted when the workspace tracks a single brand. | |
| window_days | No | Trailing window in whole UTC days ending today. Default 30. |
list_brandsList my tracked brandsRead-onlyIdempotentInspect
The brands this Proofsource workspace tracks in AI answers, with ids and websites. Call first; every other tool takes a brand_id.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
list_fix_opportunitiesWhat should I fix to show up in AI answers?Read-onlyIdempotentInspect
The gaps that keep AI engines from citing or recommending the brand, each with its evidence and the suggested fix. Gives the gap_id mark_fix_shipped needs.
| Name | Required | Description | Default |
|---|---|---|---|
| brand_id | No | Brand id from list_brands. May be omitted when the workspace tracks a single brand. | |
| include_closed | No | Also return gaps that were checked and no longer apply. Default false. |
list_topicsWhich buyer questions are tracked?Read-onlyIdempotentInspect
The topics and buyer questions Proofsource asks ChatGPT, Perplexity, Claude and Google AI for a brand. Gives the topic_id create_prompt needs.
| Name | Required | Description | Default |
|---|---|---|---|
| brand_id | No | Brand id from list_brands. May be omitted when the workspace tracks a single brand. |
mark_fix_shippedI shipped a fixIdempotentInspect
Records that a fix shipped, against a gap_id from list_fix_opportunities or a published content_draft_id, so get_fix_verification can measure whether it moved the brand's mention rate. Calling again with the same fix and description returns the existing record.
| Name | Required | Description | Default |
|---|---|---|---|
| gap_id | No | The gap finding the fix addresses (one of gap_id or content_draft_id). | |
| brand_id | No | Brand id from list_brands. May be omitted when the workspace tracks a single brand. | |
| shipped_at | No | When it shipped: RFC 3339 timestamp or YYYY-MM-DD. Default now. | |
| description | Yes | What shipped, in one or two sentences. | |
| content_draft_id | No | A published content draft (one of gap_id or content_draft_id). |
see_exampleSee an example AI visibility cardRead-onlyIdempotentInspect
Shows what Proofsource measures, without signing in: a real visibility card for one example brand (Tesla), from answers Proofsource collected from ChatGPT, Perplexity, Claude and Google AI Overviews. It shows how often AI answers mention the brand, per engine, which competitors they name instead, and sample answers. Use it when someone asks whether their brand shows up in AI answers and has not signed in. It always shows the example brand; to check their own brand they sign in.
| Name | Required | Description | Default |
|---|---|---|---|
| brand | No | Optional: the brand the person asked about. The example card is shown either way, with a note to sign in to check that brand. |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
14 tool updates
- First observed
add_brand - First observed
create_prompt - First observed
get_changes - First observed
get_citations - First observed
get_competitors - First observed
get_fix_verification - First observed
get_report_link - First observed
get_scan_status - First observed
get_visibility - First observed
list_brands - First observed
list_fix_opportunities - First observed
list_topics - First observed
mark_fix_shipped - First observed
see_example
Related MCP Connectors
How ChatGPT, Claude, Perplexity and Gemini mention your brand: visibility, mentions, competitors.
AI search visibility for your brand: which AI engines name it, who wins instead, what to publish.
1Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.
Whether AI search recommends your brand, which questions rivals win, and why engines skip your site.
Related MCP Servers
- AlicenseAqualityCmaintenanceTrack brand visibility across ChatGPT, Perplexity, Claude, and Gemini.692 npm10MIT
- AlicenseAqualityDmaintenanceAudit your brand's visibility across ChatGPT, Perplexity, Claude, and Google AI - get citation rates, AEO health scores, content gap analysis, and a 9-page content suite to rank in AI-generated answers.570 npmMIT
- AlicenseAqualityCmaintenanceEnables AI assistants to monitor and analyze a brand's visibility across ChatGPT, Claude, Perplexity, and Google AI Overviews, providing insights, recommendations, and competitive analysis without switching tabs.2519 npm1MIT
- AlicenseNot gradedqualityDmaintenanceAI search intelligence + Ahrefs-class SEO suite as 59 MCP tools. Track your brand across ChatGPT, Google AI Overview, Gemini, Claude, and Perplexity with persona-anchored Brand Radar dispatches.MIT
Glama MCP Gateway
Add one secure layer between your agents and this server.