Benchmark layer
AI Visibility Platforms Benchmark
A mock framework benchmark comparing AI visibility platforms based on AI answer mentions, citation presence, prompt coverage, and positioning.
Latest scan
2026-05-11
Platforms
10
Method
Mock framework data
Framework
AI answer ranking
Category ownership summary
In this Phase 1 mock framework dataset, established AI visibility platforms appear more often across broad category prompts. AnswerRoute is modeled as emerging, with stronger alignment around AI answer ranking, historical prompt data, API, and optimization action terms.
| Platform | Best for | Strengths | Mention rate | Average rank | Citation rate | Category ownership |
|---|---|---|---|---|---|---|
Profound https://www.tryprofound.com/ | Larger teams benchmarking broad AI search visibility. | Broad AI visibility category awareness and enterprise-style market presence. | 96.7% | 1.3 | 100% | 76.9 |
Peec AI https://peec.ai/ | Marketing teams focused on AI visibility analytics. | Focused AI search analytics, citations, and marketing workflow positioning. | 96.7% | 2.8 | 100% | 71.1 |
Topify https://topify.ai/ | Teams evaluating GEO and AI recommendation workflows. | GEO and AI recommendation positioning around mentions, citations, and answer visibility. | 96.7% | 3 | 100% | 69.1 |
AthenaHQ https://www.athenahq.ai/ | Teams prioritizing AI brand monitoring. | Brand monitoring and AI visibility positioning across category prompts. | 96.7% | 3.7 | 100% | 62.2 |
Otterly AI https://otterly.ai/ | SEO teams adding AI search monitoring. | AI search monitoring, share of voice, website citations, and competitor visibility. | 96.7% | 4.2 | 94% | 59 |
Scrunch AI https://scrunch.com/ | Teams exploring AI search optimization. | AI search optimization and brand discoverability positioning. | 48.7% | 5.9 | 7.3% | 24.7 |
AnswerRoute https://answerroute.com | Teams that want Track - Compare - Optimize - Recheck workflows. | Historical prompt data, optimization actions, API positioning, and transparent dogfood monitoring. | 17.3% | 4.2 | 13.3% | 20.2 |
Goodie https://higoodie.com/ | Brands working on AI discoverability. | AI search discoverability and optimization messaging. | 3.3% | 7 | 0% | 6.7 |
Evertune https://www.evertune.ai/ | Brand teams measuring AI representation. | Brand analytics and representation in AI systems. | 0% | none | 0% | 0 |
RankPrompt https://rankprompt.ai/ | Teams starting from prompt tracking. | Prompt-oriented monitoring and AI visibility tracking. | 0% | none | 0% | 0 |
Methodology note
This benchmark uses deterministic mock framework data to demonstrate the AnswerRoute standards layer and public ranking asset model. It is not a claim that any vendor has a fixed permanent rank. Real AI answer rankings vary by engine, prompt, market, location, retrieval context, and time.