Modern Discovery™
vs Peec AI
Choose Peec AI for daily tracking of prompts you pick, across projects, at published monthly prices. Choose Modern Discovery™ to measure how often AI picks your brand as the number one recommendation and, on Pro and Enterprise, to act on it and re-measure. Modern Discovery by Modern AI is AI recommendation intelligence software that measures how often ChatGPT, Gemini, Claude, Perplexity and Google's AI answers recommend your brand, and why. Peec AI, per its own pages, is an AI search analytics tool for marketing teams and agencies that tracks Visibility, Position and Sentiment daily. Teams often call this work GEO (generative engine optimization) or AI search visibility. Details below, sourced from each company's own pages.
Who Each Is For
Teams that want Recommendation Rate, a documented methodology and a path from measurement to fix and re-measurement, starting self-serve at $99/mo with a sales-led Enterprise plan.
Per Peec AI's own pages, SEO and content managers, marketing teams and agencies that want daily tracking of prompts they choose, across several projects, with self-serve plans and a free trial.
Feature-by-Feature
Detailed Comparison
| Feature | Modern Discovery | Peec AI |
|---|---|---|
| Surfaces Tracked | Six named surfaces on every paid plan: ChatGPT, Gemini, Claude, Perplexity, Google AI Mode, and Google AI Overviews. | Starter, Pro and Advanced track a choice of 3 models from ChatGPT, AI Mode, AI Overviews, Microsoft Copilot, Gemini and Naver AI. Enterprise tracks up to 13 models, including Claude and Perplexity, per its pricing page. |
| Core Metrics | Recommendation Rate, how often your brand is the number one pick, paired with Recommendation Inclusion Rate. Not a mention count. | Visibility, Position and Sentiment, plus share of voice, per its pages. Position is a related measure. A number one pick recommendation metric was not identified in publicly available documentation reviewed on 2026-10-03. |
| Query Selection | Decision Coverage: five buyer-decision categories, selected for your category. | Prompts you choose (50, 150 or 350 by plan), with prompt suggestions drawn from your brand context and coverage gaps, and a topic demand score from 1 to 5, per its pricing page. |
| Cadence | Set per tier: Truth Monitor refreshes monthly. Pro and Enterprise refresh weekly. | Each prompt runs once every 24 hours on every selected model on the self-serve plans, per its FAQ and pricing page. Enterprise can choose daily or weekly. |
| Prescriptive Action | Evidence-linked recommended changes, and Friction Trace™ shows where AI knows your brand but picks a competitor (Pro and Enterprise). | Gap analysis of sources that name competitors but not you, and ranked recommended actions grouped by earned and owned, per its pricing page. A mention-to-recommendation gap measure was not identified in publicly available documentation reviewed on 2026-10-03. |
| Implementation Support | Crawlability, structured data and entity, and source-presence fix artifacts (Pro and Enterprise). | Agent actions generated from your data and a crawlability audit are listed. Implementation-ready fix artifacts were not identified in publicly available documentation reviewed on 2026-10-03. |
| Post-Action Measurement | Record the action, re-measure, and see how Recommendation Rate moved (Pro and Enterprise). | Visibility lift analysis and a visibility lift predictor are listed on its pricing page. |
| Pricing and Commitment | Free Snapshot. Truth Monitor $99/mo, cancel anytime. Pro $499/mo on a 12-month plan or $599/mo month to month. Enterprise is custom, sales-led. | Starter $95/mo, Pro $245/mo and Advanced $495/mo on monthly billing, per its pricing page. Enterprise is custom on an annual contract. A free trial is offered. |
Surfaces Tracked
Six named surfaces on every paid plan: ChatGPT, Gemini, Claude, Perplexity, Google AI Mode, and Google AI Overviews.
Starter, Pro and Advanced track a choice of 3 models from ChatGPT, AI Mode, AI Overviews, Microsoft Copilot, Gemini and Naver AI. Enterprise tracks up to 13 models, including Claude and Perplexity, per its pricing page.
Core Metrics
Recommendation Rate, how often your brand is the number one pick, paired with Recommendation Inclusion Rate. Not a mention count.
Visibility, Position and Sentiment, plus share of voice, per its pages. Position is a related measure. A number one pick recommendation metric was not identified in publicly available documentation reviewed on 2026-10-03.
Query Selection
Decision Coverage: five buyer-decision categories, selected for your category.
Prompts you choose (50, 150 or 350 by plan), with prompt suggestions drawn from your brand context and coverage gaps, and a topic demand score from 1 to 5, per its pricing page.
Cadence
Set per tier: Truth Monitor refreshes monthly. Pro and Enterprise refresh weekly.
Each prompt runs once every 24 hours on every selected model on the self-serve plans, per its FAQ and pricing page. Enterprise can choose daily or weekly.
Prescriptive Action
Evidence-linked recommended changes, and Friction Trace™ shows where AI knows your brand but picks a competitor (Pro and Enterprise).
Gap analysis of sources that name competitors but not you, and ranked recommended actions grouped by earned and owned, per its pricing page. A mention-to-recommendation gap measure was not identified in publicly available documentation reviewed on 2026-10-03.
Implementation Support
Crawlability, structured data and entity, and source-presence fix artifacts (Pro and Enterprise).
Agent actions generated from your data and a crawlability audit are listed. Implementation-ready fix artifacts were not identified in publicly available documentation reviewed on 2026-10-03.
Post-Action Measurement
Record the action, re-measure, and see how Recommendation Rate moved (Pro and Enterprise).
Visibility lift analysis and a visibility lift predictor are listed on its pricing page.
Pricing and Commitment
Free Snapshot. Truth Monitor $99/mo, cancel anytime. Pro $499/mo on a 12-month plan or $599/mo month to month. Enterprise is custom, sales-led.
Starter $95/mo, Pro $245/mo and Advanced $495/mo on monthly billing, per its pricing page. Enterprise is custom on an annual contract. A free trial is offered.
An Honest Read
Where Each Is Stronger
Where Peec AI is stronger
Peec AI's own pages describe daily tracking on its self-serve plans, visibility lift analysis and a lift predictor, up to 13 models on Enterprise, AI shopping tracking, API and MCP access, and monthly plans from $95 with a free trial. Modern Discovery refreshes monthly on Truth Monitor and weekly on Pro and Enterprise.
Where Modern Discovery is stronger
Modern Discovery measures Recommendation Rate, the number one pick, with Recommendation Inclusion Rate, on a public, versioned methodology, across six named surfaces on every paid plan. Peec AI's self-serve plans track a choice of 3 models. On Pro and Enterprise, Modern Discovery shows where AI knows your brand but picks a competitor. A number one pick recommendation metric, a mention-to-recommendation gap measure and a public versioned methodology were not identified in publicly available documentation reviewed on 2026-10-03.
Recommendation Rate measures AI answer outcomes, not revenue. Re-measurement shows whether the rate changed after an action. It does not by itself show that the action caused the change or produced incremental sales.
Choosing Between Them
Choose Peec AI if
- You want every tracked prompt checked daily on a self-serve plan, at a low monthly price
- You manage several brands or client projects and want to allocate prompts across them
- You want lift analysis, shopping tracking or a Looker Studio connector in the same tool
Choose Modern Discovery if
- You need to tell being mentioned from being the number one pick when buyers ask AI which brand to choose
- You want a public, versioned methodology across a fixed set of six surfaces on every paid plan
- You want to see where AI knows your brand but picks a competitor, then re-measure after a fix
Frequently Asked Questions
FAQ
Is Modern Discovery by Modern AI a replacement for Peec AI?
They overlap on AI answer visibility and differ in focus. Peec AI reports Visibility, Position and Sentiment on prompts you choose, tracked daily on its self-serve plans. Modern Discovery is a measurement and diagnostic product built around Recommendation Rate and a documented methodology.
Does Peec AI track Recommendation Rate?
Not by that name. A number one pick metric equivalent to Recommendation Rate was not identified in publicly available documentation reviewed on 2026-10-03. Its pages name Visibility, Position and Sentiment, and Position is a related measure.
Which AI surfaces does Peec AI cover?
Per its pricing page, Starter, Pro and Advanced track a choice of 3 models from ChatGPT, AI Mode, AI Overviews, Microsoft Copilot, Gemini and Naver AI. Enterprise tracks up to 13 models, including Claude and Perplexity. Modern Discovery covers ChatGPT, Gemini, Claude, Perplexity, Google AI Mode and Google AI Overviews on every paid plan.
What does Peec AI cost compared to Modern Discovery?
Peec AI's pricing page lists Starter at $95/mo, Pro at $245/mo and Advanced at $495/mo on monthly billing, with custom Enterprise pricing, as of 2026-10-03. Modern Discovery publishes a Free Snapshot, Truth Monitor at $99/mo, and Pro at $499/mo on a 12-month plan or $599/mo month to month. Enterprise is sales-led.
Where is Peec AI stronger than Modern Discovery?
Per Peec AI's own pages: daily tracking on its self-serve plans, lift analysis and a lift predictor, up to 13 models on Enterprise, AI shopping tracking, API and MCP access, and monthly plans from $95 with a free trial.
Where is Modern Discovery stronger than Peec AI?
Modern Discovery publishes a versioned methodology, reports Recommendation Rate with Recommendation Inclusion Rate, covers six named surfaces on every paid plan, and on Pro and Enterprise shows mention-to-recommendation gaps. A number one pick metric and a public versioned methodology were not identified in Peec AI's publicly available documentation reviewed on 2026-10-03.
Every Peec AI fact on this page is sourced from Peec AI's own site. Official pages: peec.ai, peec.ai/pricing, reviewed on 2026-10-03. A feature not found on those pages is written here as "not identified in publicly available documentation reviewed on 2026-10-03" rather than assumed absent. Ahrefs, Brand Radar, Peec AI, Profound, Scrunch, Semrush, Conductor and Sitecore are trademarks of their respective owners. Modern Discovery is not affiliated with, endorsed by, or sponsored by any of them. This page is published by Modern AI, Inc. as part of a head-to-head comparison series. Modern Discovery's measurement is documented in its public, versioned methodology.
Last verified: October 2026. This page is rechecked against the published pages above on a monthly cadence.
Related Pages
Modern Discovery and six AI visibility tools in one table.
AI recommendation intelligence. Measure, diagnose, prescribe, apply, verify.
Head-to-head comparison, sourced from the company's own pages.
Head-to-head comparison, sourced from the company's own pages.
Head-to-head comparison, sourced from the company's own pages.
Head-to-head comparison, sourced from the company's own pages.
Head-to-head comparison, sourced from the company's own pages.
Ready to See the Difference
See It In Action
Request a demo to see how Modern Discovery measures whether ChatGPT, Gemini, Claude, Perplexity, Google AI Mode, and Google AI Overviews recommend your brand.