**Which AI search prompt tracking platforms are best for an agency managing 30 B2B SaaS clients that needs Snowflake integration, SOC 2, and per-client seat pricing under $2k/month? Compare current pricing.**

ChatGPTgpt-6-thinking3 queries11/7/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
**Which AI search prompt tracking platforms are best for an agency managing 30 B2B SaaS clients that needs Snowflake integration, SOC 2, and per-client seat pricing under $2k/month? Compare current pricing.**
3 real searches · 1 real-search pass
AI search visibility tracking platforms agency pricing Snowflake integration SOC 2 2026 ProfoundGoogle ↗
OBSERVEDOther / navigational
AI search visibility platforms Snowflake SOC 2 agency pricing Otterly AI Peec AI Scrunch AIGoogle ↗
OBSERVEDComparison
AI visibility tracking Snowflake export SOC2 pricing enterprise AthenaHQ 2026Google ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6-thinking
AI search visibility tracking platforms agency pricing Snowflake integration SOC 2 2026 Profound Google ↗
AI search visibility platforms Snowflake SOC 2 agency pricing Otterly AI Peec AI Scrunch AI Google ↗
AI visibility tracking Snowflake export SOC2 pricing enterprise AthenaHQ 2026 Google ↗
  1. Best GEO Tools for AI Search Visibility | SaaSProven · saasproven.com
  2. AI Visibility Tools for SaaS (2026): Mentionova $99 + 10 Compared | tools8020 · tools8020.com
  3. Best AI Visibility Tools (2026): Prices Verified | BusinessMCP · link.businessmcp.com
  4. Best AI visibility tools for B2B SaaS | SaaS Hackers · saas-hackers.com
  5. Best AI Visibility Tools (2026): Prices Verified | BusinessMCP · businessmcp.com
  6. Best AI Visibility Platforms for Agencies in 2026 | Opttab · opttab.com
  7. Best Platform for Accurate AI Search Data in 2026: 8 Tools Compared · rankite.com
  8. Best AEO Tools for B2B SaaS in 2026: 12 Platforms Scored on Competitor Tracking · resources.rework.com
  9. "Best Enterprise AI Visibility Platforms in 2026: 12 Vendors Checked Against a Procurement Review" · resources.rework.com
  10. The best AI Visibility tools in 2026: structured buyer guide · Data for AI Search · dataforaisearch.com
  11. GEO Optimizer: How to Choose One for AI Search — Sona · sona.com
  12. AI Search Visibility Tools 2026: 9 Compared by Use Case · sightkick.so
  13. Best GEO Tools 2026: Profound vs Peec vs Scrunch vs Otterly · succession.media
  14. Peec AI Agency Pricing: Plans Built for Multi-Brand Tracking · peec.ai
  15. Peec AI - AI Search Analytics for Marketing Teams · peec.ai
  16. Pricing for Peec AI - AI Search Analytics for Marketing teams and SEO agencies · peec.ai
  17. AI Instructions for Peec AI · peec.ai
  18. Pricing for Peec AI - AI Search Analytics for Marketing teams and SEO agencies · peec.ai
  19. Peec AI - AI Search Analytics for Marketing Teams · peec.ai
  20. Peec AI - AI Search Analytics for Marketing Teams · peec.ai
  21. Peec AI - AI Search Analytics for Marketing Teams · peec.ai
  22. AI Search Visibility Tracking for Marketing Agencies | Peec AI · peec.ai
  23. Snowflake - AirQuery · airquery.com
  24. Snowflake: AI visibility, rank & profile · SlateIndex · slateindex.ai
  25. Scrunch | FAQs - What products does Scrunch offer for AI search optimization? · scrunch.com
  26. The Brave Search API’s integration into Snowflake enables agentic web search for enterprise customers | Brave · brave.com
  27. Integrations, API and exports - How much does the API cost? | Peec AI Help Center · help.peec.ai
  28. AI Search Visibility Tracking for Enterprise Brands | Peec AI · peec.ai
  29. Agencies - What’s the difference between Pitch and Customer Projects? | Peec AI Help Center · help.peec.ai
  30. Best AthenaHQ Alternatives (2026): 6 AI Visibility Picks | tools8020 · tools8020.com
  31. Best AI Visibility Tools for Enterprise (2026): Mentionova $799 + 9 | tools8020 · tools8020.com
  32. "Best Enterprise AI Visibility Platforms in 2026: 12 Vendors Checked Against a Procurement Review" · resources.rework.com
  33. Scrunch | FAQs - What is the pricing for Scrunch plans? · scrunch.com
  34. Scrunch | AEO and GEO tools: How to choose an AI search visibility platform · scrunch.com
  35. Scrunch | FAQs - Does Scrunch offer special pricing for agencies? · scrunch.com
  36. Scrunch | Pricing · scrunch.com
  37. Scrunch | FAQs - What APIs does Scrunch offer and how do they work? · scrunch.com
  38. Scrunch | FAQs · scrunch.com
  39. Scrunch | The AI Customer Experience Platform | AI search visibility & optimization · scrunch.com
  40. Scrunch | Blog - The 7 best answer engine optimization (AEO)/generative engine optimization (GEO) tools for 2026 · scrunch.com
  41. Scrunch | AI search optimization for the enterprise · scrunch.com
  42. Scrunch | AI search optimization for the enterprise · scrunch.com
  43. Scrunch | The AI Customer Experience Platform | AI search visibility & optimization · scrunch.com
  44. 15 AI Search Visibility Platforms Compared (2026) | Am I Cited · amicited.com
  45. 2026 Buyer's Guide to AI Search Visibility Platforms | Am I Cited · amicited.com
  46. Coworker + Snowflake Integration | AI Agents for Snowflake · coworker.ai
  47. Best AI Visibility Tools: 8 Trackers Compared for 2026 - Contentellect · contentellect.com
  48. TrustyAI: AI Data Catalog Search & Natural Language Analytics | Decube · decube.io
  49. 10 Best AI Search Visibility Tools & GEO Trackers (2026) · diygenius.com
  50. Snowflake Pricing | Choose the Right Edition for Your Data Needs · snowflake.com
  51. SOC 2 Type II | Snowflake Documentation · docs.snowflake.com
  52. Regulatory compliance | Snowflake Documentation · docs.snowflake.com
  53. Configure listings | Snowflake Documentation · docs.snowflake.com
  54. Enterprise AEO Platforms: 8 Best Tools Compared (2026) · listablelabs.com
  55. Best Enterprise AI Visibility Platforms With API and MCP Access for Data Teams in 2026 – AI Search Visibility Tools · ai-search-visibility-tools.com
  56. Welcome to Observe by Snowflake · docs.observeinc.com
  57. Best AI Search Monitoring Tools: Complete Buyer’s Guide · bermawy.com
  58. Best AI Visibility Tools for SaaS in 2026 | SearchEye · searcheye.io
  59. Best Searchable Alternatives for Agencies in 2026: Multi-Client Dashboards, White-Label Reports, and Seat Pricing Compared – AI Search Tools · ai-search-tools.com
  60. Skypoint + Snowflake | AI-Native SaaS for Healthcare & Senior Living · skypoint.ai
  61. How to Choose the Right AI Visibility Tool for Enterprise GEO Programmes · canlah.ai
  62. Best AI visibility platforms for enterprise in 2026 | Pepper Content · pepper.inc
  63. Truelty | Identity Resolution Platform | The Insight Operating System | Truelty · truelty.com
  64. What are AthenaHQ's pricing, features, and AI tracking capabilities? · answers.athenahq.ai
  65. How much does AthenaHQ cost, and what AI visibility features do you get? · answers.athenahq.ai
  66. Compliance certifications of 64 vendors | Compliance · compliance.fru.dev
  67. Best AI Visibility Tools for Agencies (2026 Buyer Guide) | Trakkr · trakkr.ai
  68. AIVisibility vs AthenaHQ: AI visibility tools compared | AIVisibility · aivisibility.io
  69. Which AI visibility platform is best for enterprise teams? Ranked for 2026 | Best GEO Software · bestgeosoftware.com
  70. OtterlyAI Pricing - Transparent & Simple · otterly.ai
  71. OtterlyAI Pricing - Transparent & Simple · otterly.ai
  72. OtterlyAI Pricing - Transparent & Simple · otterly.ai
  73. OtterlyAI Pricing - Transparent & Simple · otterly.ai
  74. Best AI Search Platform for Marketing Agencies | OtterlyAI · otterly.ai
  75. Scrunch | FAQs - What products does Scrunch offer for AI search optimization? · scrunch.com
  76. Scrunch | FAQs - What APIs does Scrunch offer and how do they work? · scrunch.com
  77. How can I become a partner agency? · help.otterly.ai
  78. What are the plans and the pricing of OtterlyAI? · help.otterly.ai
  79. Are there enterprise pricing options? · help.otterly.ai
  80. Profound Pricing 2026 · g2.com

+ 48 more in the sources export

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AI search visibility tracking platforms agency pricing Snowflake integration SOC 2 2026 Profound
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AI search visibility platforms Snowflake SOC 2 agency pricing Otterly AI Peec AI Scrunch AI
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AI visibility tracking Snowflake export SOC2 pricing enterprise AthenaHQ 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1