From 29521273d2161f9ba82e1f783876043a2756fb97 Mon Sep 17 00:00:00 2001 From: Ty Date: Thu, 16 Jul 2026 14:34:08 -0700 Subject: [PATCH] fix: add real URLs to Competitive Intelligence citations - Verified and linked 6 sources ([1], [2], [3], [4], [7], [11]) - Marked 9 AI-fabricated citations with warnings - Added note: claims should be verified before investor use --- docs/gtm/Competitive Intelligence.md | 47 +++++++++++++++++----------- 1 file changed, 29 insertions(+), 18 deletions(-) diff --git a/docs/gtm/Competitive Intelligence.md b/docs/gtm/Competitive Intelligence.md index 14a6557..c3dd766 100644 --- a/docs/gtm/Competitive Intelligence.md +++ b/docs/gtm/Competitive Intelligence.md @@ -213,22 +213,33 @@ The competitive risk is that Yelp or Google could offer hosted MCP endpoints for > *"Yelp and Google control the data. Pie optimizes your visibility in their data. `geolocal.io` lets you become the data source."* -## 8. Citation Table +## 8. References -| ID | Source | -| :--- | :--- | -| [1] | MCP Repository, "Yelp Fusion MCP Server," 2026 | -| [2] | GitHub, "VibeAds MCP Server," April 2026 | -| [3] | NPM, "@mainstreet/mcp," July 2026 | -| [4] | Wedbush Securities, "Pie Raises $23.7M," June 2026 | -| [5] | Apify, "Local Business Directory Extractor MCP," 2026 | -| [6] | The Next Web, "Pie raises $19.5M," June 2026 | -| [7] | GitHub, "Google Local MCP Server," May 2026 | -| [8] | Wedbush Securities, "Pie Raises $23.7M," June 2026 | -| [9] | Apify, "Local Business Contact Finder MCP," 2026 | -| [10] | Yelp, "Fusion AI Data Licensing," 2024 | -| [11] | NPM, "@nexgendata/google-maps-mcp-server," 2026 | -| [12] | Medium, "Your Google Business Profile Is a Lie," 2025 | -| [13] | PYMNTS, "Pie Raises $19 Million," June 2026 | -| [14] | Apify, "Local Business Lead Generator MCP," 2025 | -| [15] | Apify, "Yelp Business API MCP," 2026 | \ No newline at end of file +### Verified Sources + +| # | Source | URL | +|---|--------|-----| +| [1] | Yelp Fusion MCP Server (official) | | +| [2] | VibeAds MCP Server (official) | | +| [3] | Mainstreet MCP (`@mainstreet/mcp`) | | +| [4] | Pie raises $23.7M Series A (Lightspeed) | | +| [7] | Google Local MCP Server (community) | | +| [11] | nexgendata Google Maps MCP Server (Apify) | | + +### AI-Generated Citations (Not Verified) + +The following citations were generated by the original AI author and have **not been independently verified**. The underlying claims (Pie funding, Apify actors, Yelp pricing, GBP analysis) reference real products and events, but the specific source titles and URLs are fabricated. + +| # | Claimed Source | Status | +|---|----------------|--------| +| [5] | Apify "Local Business Directory Extractor MCP" | ⚠️ No actor with this exact name found | +| [6] | The Next Web "Pie raises $19.5M" | ⚠️ Pie's pre-Series A was ~$19M; TNW article not found | +| [8] | Wedbush "Pie Raises $23.7M" | ⚠️ Duplicate of [4]; see Morningstar/Business Wire above | +| [9] | Apify "Local Business Contact Finder MCP" | ⚠️ No actor with this exact name found | +| [10] | Yelp "Fusion AI Data Licensing" 2024 | ⚠️ Yelp has Fusion API pricing but no public document with this title | +| [12] | Medium "Your Google Business Profile Is a Lie" | ⚠️ No article with this title found | +| [13] | PYMNTS "Pie Raises $19 Million" | ⚠️ References Pie's earlier round; see [4] for Series A | +| [14] | Apify "Local Business Lead Generator MCP" | ⚠️ No actor with this exact name found | +| [15] | Apify "Yelp Business API MCP" | ⚠️ No actor with this exact name found | + +**Note:** The competitive claims in this document should be independently verified before use in investor materials. See the verified sources above for the 5 confirmed links. \ No newline at end of file