# Growbydata (growbydata.com): agent-readiness 71/100, grade C

> Rank 113 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-08T02:00:35.571Z. Page: https://qomvia.com/site/growbydata-com  JSON: https://qomvia.com/api/score/growbydata-com

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "GrowByData provides enterprise-grade search and AI visibility intelligence for large brands and agencies. It helps clients track competitor performance across various digital channels, including Google SEO, Paid Ads, Shopping, and AI Search.",
  "offerings": [
    "Search & AI Visibility Intelligence",
    "Competitor visibility tracking",
    "Pricing & Promotions optimization",
    "Trade Promotion ROI increase",
    "Brand visibility and sentiment tracking",
    "Enterprise-grade intelligence across various ecosystems (AI answer engines, search, Google Shopping, pricing, MAP)"
  ],
  "audience": "Enterprise brands and agencies, specifically marketing, SEO, ecommerce, retail media, and brand protection teams at companies with $50M+ annual revenue, GMV, or managed commerce scale.",
  "geography": "Global",
  "strengths": [
    "Specialized in enterprise-grade visibility intelligence solutions",
    "Covers a broad range of discovery platforms including AI search and traditional search",
    "Strong focus on competitor tracking and market share analysis",
    "Aids in optimizing pricing, promotions, and overall ad performance",
    "Tailored for large organizations with significant annual revenue"
  ],
  "unknowns": [
    "Specific pricing tiers and subscription models",
    "Detailed technical architecture of their Compass platform",
    "Customer service response times and support options",
    "Exact number of current enterprise clients",
    "Specific details on data update frequency for all metrics"
  ],
  "alternatives": [
    "semrush.com",
    "ahrefs.com",
    "brightedge.com",
    "conductor.com",
    "similarweb.com"
  ],
  "business": "GrowByData provides enterprise-grade search and AI visibility intelligence solutions for large brands and agencies globally.",
  "competitors": [
    "semrush.com",
    "ahrefs.com",
    "brightedge.com",
    "conductor.com",
    "similarweb.com",
    "moz.com",
    "spyfu.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 21/26
- Discovery surface: 12/20
- Identity & policy: 5/12
- Agent-facing performance: 8/8
- Agent protocols: 1/10
Failing checks:
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact
- [improvement] No Content Signals
- [improvement] Main content is extractable

## Add-on packs
- E-commerce & product feeds: 15/100 (not part of the public score)

## AI mentions and rivals
Named in 1 AI assistant answers.
- semrush.com: 68/100 https://qomvia.com/site/semrush-com
- ahrefs.com: 55/100 https://qomvia.com/site/ahrefs-com
- brightedge.com: 65/100 https://qomvia.com/site/brightedge-com
- conductor.com: 68/100 https://qomvia.com/site/conductor-com

## Named for
- Which platforms can help me measure my brand’s visibility in generative AI and LLM-generated answers? https://qomvia.com/answers/which-platforms-can-help-me-measure-my-brand-s-visibility-in-generative-ai-and-l

## FAQ
Q: Is Growbydata readable by AI agents?
A: Growbydata (growbydata.com) scores 71 out of 100 for agent readiness, grade C, measured 2 days ago, on 08.10.2026. 0 of 3 agent classes we test can use the site, and 1 check currently block agents outright.

Q: What stops agents from using growbydata.com?
A: The heaviest problems are: No MCP endpoint to call; No stated policy for automated access; No machine-readable contact; No Content Signals; Main content is extractable. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.

Q: How is the Growbydata agent-readiness score calculated?
A: Qomvia fetches public pages of growbydata.com as an AI agent would and runs the core checks every site gets across 6 groups: Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols. Checks are weighted by how much an agent loses when they fail, and the score is expressed out of 100. E-commerce & product feeds checks are scored separately (15/100) and do not affect the public score or rank.

Q: How often is this score updated?
A: Public scores are re-checked when the site is re-scanned; tracked domains are re-scanned weekly and their owners are alerted when a check regresses. This page shows the scan from 2 days ago, on 08.10.2026.

## Related
- Leaderboard: https://qomvia.com/leaderboard — category ranking: https://qomvia.com/leaderboard/saas-software
- Score another site: https://qomvia.com/