How do Tracevia and Peec AI evaluate AI model responses?

Tracevia evaluates responses across ChatGPT, Gemini, Claude, and Perplexity using a defined six-dimension rubric that assesses mentions, prominence, correct positioning, domain citations, parent relationships, and factual errors. Peec AI measures visibility percentages, average position rankings, sentiment metrics, and share of voice across selected AI models.

How do the platforms assist with website technical optimisation?

Tracevia audits live site pages to generate and rewrite robots.txt, llms.txt, llms-full.txt, and JSON-LD structured data, then re-fetches the files to verify deployment. Peec AI integrates with hosting or CDN providers to log AI crawler access, review robots.txt crawler permissions, and highlight URLs returning crawl errors.

Can either platform measure traffic coming directly from AI engines?

Peec AI integrates with Google Analytics to track sessions, conversions, and revenue generated by visitors clicking through from AI search assistants. Tracevia focuses on engine visibility benchmarking, citation target analysis, and tracking technical site changes rather than web analytics integration.

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Tracevia vs Peec AI

Peec AI is strongest for tracking brand sentiment, AI shopping placements, AI crawler traffic on your website and AI referral revenue in Google Analytics. Tracevia is the better fit when you need structured answer scoring, key-file generation and verification, and trend reporting across successive benchmarks.

Tracevia focuses on prompt benchmarking against a six-dimension rubric, automated technical file generation (such as llms.txt and JSON-LD), and verifying deployment against visibility trends. Peec AI focuses on brand sentiment analysis, AI shopping analytics, bot traffic monitoring, and tracking AI referral conversions.

Last reviewed 17 September 2026 · prepared from publicly available information

Choose Tracevia if

you require structured six-dimension scoring, automated generation and verification of files like llms.txt and JSON-LD, and visibility trend mapping across multi-site estates.

Choose Peec AI if

you want to analyse brand sentiment, monitor website AI crawler logs, track AI shopping placements, and measure AI referral conversions through Google Analytics.

At a glance

Tracevia and Peec AI compared capability by capability
Capability	Tracevia	Peec AI
Core approach	Benchmark prompts across major engines, score outputs on a six-dimension rubric, and optimise site technical files.	Track AI search visibility, sentiment, brand perception, shopping placements, and website AI crawler logs.
Best fit	Marketing and technical teams needing rubric-based AI search scoring, file rewrites, and deployment verification.	Marketing teams, agencies, and content managers tracking brand perception, AI shopping, and AI referral traffic.
AI assistants covered	ChatGPT, Gemini, Claude, and Perplexity using custom or built-in API keys.	ChatGPT, Perplexity, Claude, Gemini, Copilot, and Google AI Overviews or AI Mode.
Scoring method	Six-dimension rubric: mentioned, prominence, positioning, domain cited, parent relationship, and no factual errors.	Tracks visibility percentage, average position, sentiment analysis, and competitor share of voice.
What it tells you to change	generates and optimises robots.txt, llms.txt, llms-full.txt and JSON-LD, then verifies deployment.	Prioritises content actions by model influence, identifies broken crawler URLs, and tracks source gaps.
Reporting	compares trends across runs and plots completed changes against scores to show whether the work improved visibility.	Summaries, trend lines, competitor share of voice, white-label agency reports, and GA4 AI referral dashboards.
Multi-site estates	Manages one brand across multiple hosts with individual site scoring and consolidated rollups.	Agency plans support multi-brand and multi-project tracking with client-specific reporting configurations.
Pricing shape	the free instant check uses five prompts across ChatGPT and Gemini; paid accounts provide full four-engine benchmarks.	Tiered monthly plans (Starter, Pro, Advanced, Agency) based on prompt counts, tracking frequency, and credits.

Where Tracevia is different

Audits, rewrites, and generates robots.txt, llms.txt, llms-full.txt, and JSON-LD structured data grounded in live site crawls.
Verifies deployment by re-fetching site files after changes to confirm what actually shipped.
Evaluates responses using a six-dimension rubric covering prominence, positioning, domain citations, parent relationships, and factual errors.
Plots completed technical change events directly on visibility trend lines to measure impact over time.
Supports multi-site estates by scoring individual hosts and rolling them up under a single brand.
Runs benchmarks using either built-in API keys or the customer's own API keys across ChatGPT, Gemini, Claude, and Perplexity.

Where Peec AI is stronger

Connects with Google Analytics to report AI assistant referral traffic, landing pages, engagement, conversions, and revenue.
Logs AI bot crawler traffic via integrations with Cloudflare, Vercel, or WordPress to show crawler intent and broken URLs.
Tracks brand perception and sentiment, measuring how AI models characterize brand attributes.
Provides dedicated AI shopping analytics to track product recommendations, placement rankings, and pricing visibility.

Common questions

How do Tracevia and Peec AI evaluate AI model responses?: Tracevia evaluates responses across ChatGPT, Gemini, Claude, and Perplexity using a defined six-dimension rubric that assesses mentions, prominence, correct positioning, domain citations, parent relationships, and factual errors. Peec AI measures visibility percentages, average position rankings, sentiment metrics, and share of voice across selected AI models.
How do the platforms assist with website technical optimisation?: Tracevia audits live site pages to generate and rewrite robots.txt, llms.txt, llms-full.txt, and JSON-LD structured data, then re-fetches the files to verify deployment. Peec AI integrates with hosting or CDN providers to log AI crawler access, review robots.txt crawler permissions, and highlight URLs returning crawl errors.
Can either platform measure traffic coming directly from AI engines?: Peec AI integrates with Google Analytics to track sessions, conversions, and revenue generated by visitors clicking through from AI search assistants. Tracevia focuses on engine visibility benchmarking, citation target analysis, and tracking technical site changes rather than web analytics integration.

How we compared

Claims about Peec AI come from these public pages, read on 17 September 2026.

Peec AI - AI Search Analytics for Marketing Teams
Peec AI - AI Agent Analytics and Bot Traffic Insights
Peec AI Agency Pricing: Plans Built for Multi-Brand Tracking
Peec AI - AI Brand Perception and Fact-Checking
Peec AI - AI Shopping Analytics for Brands and Agencies
Actions: Improve Your Brand's Visibility in AI Search | Peec AI
Peec AI - AI Visibility and Share of Voice Tracking
Introducing brand perception - Peec AI
Pricing for Peec AI - AI Search Analytics for Marketing teams and SEO agencies
Introducing AI referrals - Peec AI
ChatGPT built its own search index - Peec AI
AI assistants judge your company by its name - Peec AI
GEO vs SEO: What’s the difference? - Peec AI
Rerankers for GEO/AEO: How AI search chooses passages and sources - Peec AI

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These pages are independent editorial comparisons prepared by Tracevia from publicly available information at the time of review. Product and company names are used only to identify the products compared and remain trademarks of their respective owners. Tracevia is not affiliated with, endorsed by or sponsored by the companies referenced here. Features, pricing and availability change, so please verify details with each vendor before buying.