Want a self serve tool to track AI Visibility? Checkout Passionfruit Labs

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Want a self serve tool to track AI Visibility? Checkout Passionfruit Labs

Learn More

Want a self serve tool to track AI Visibility? Checkout Passionfruit Labs

Learn More

Passionfruit vs Peec AI

Passionfruit and Peec AI take different approaches to AI search. Peec AI is a self-serve dashboard with multi-engine monitoring and a roadmap clustering feature called Actions. Passionfruit is an end-to-end AI-native marketing partner covering SEO, AEO, content, technical, on-page, off-page, programmatic, CRO, analytics, and AI analytics under one fully managed engagement, with first-of-its-kind revenue-by-keyword attribution and minimum commitments.

Quick Summary

Quick Summary

Passionfruit

Fully managed end-to-end across SEO, AEO, content, technical, CRO, analytics, and AI analytics

Proprietary platform with 10,000+ signals analyzed per client every single day

Ships 150–350 actions per month across optimization, growth, and analytics initiatives

First-of-its-kind keyword-level revenue attribution with action-based ROI tracking included

Minimum commitments with custom pricing scoped according to each client engagement

Self-serve AEO analytics platform built for tracking, optimization, and visibility intelligence

Brand plans available at $95, $245, and $495 for growing internal marketing teams

Agency plans offered at $245, $495, and $795 for multi-client workflow management

Custom Comprehensive enterprise tier designed for advanced organizational and reporting needs

Unlimited users with UI scraping, recommendations, tracking, and source intelligence included

Comparison Summary

Capability

Type

Type

Pricing

Pricing

Minimum commitment

Minimum commitment

AI engines tracked

AI engines tracked

Tracking method

Tracking method

Revenue-by-keyword attribution (first of its kind)

Revenue-by-keyword attribution (first of its kind)

Action-based ROI tracking (every action to revenue impact)

Action-based ROI tracking (every action to revenue impact)

End-to-end CRO

End-to-end CRO

End-to-end Analytics + AI Analytics

End-to-end Analytics + AI Analytics

Recommendations / roadmap

Recommendations / roadmap

Content production

Content production

Technical SEO fixes

Technical SEO fixes

Digital PR / link acquisition

Digital PR / link acquisition

Reddit and community engagement

Reddit and community engagement

Programmatic SEO

Programmatic SEO

GA4 + GSC integration

GA4 + GSC integration

Page-level diagnostic engine

Page-level diagnostic engine

Revenue Decay Alerts

Revenue Decay Alerts

Signals processed per client per day

Signals processed per client per day

Passionfruit

Passionfruit

End-to-end managed partner + proprietary platform

End-to-end managed partner + proprietary platform

Custom, scoped to engagement

Custom, scoped to engagement

Month-to-month flexibility, no long lock-ins

Month-to-month flexibility, no long lock-ins

ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode

ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode

API + integrated platform

API + integrated platform

Yes

Yes

Yes

Yes

Yes

Yes

End-to-end Analytics + AI Analytics

End-to-end Analytics + AI Analytics

50+ prioritized actions, refreshed continuously, executed by team

50+ prioritized actions, refreshed continuously, executed by team

12-15 blogs/month -- managed

12-15 blogs/month -- managed

30-40/month -- managed

30-40/month -- managed

20-40/month -- managed

20-40/month -- managed

Managed

Managed

Managed

Managed

Yes, revenue tied to every action

Yes, revenue tied to every action

Yes, 100+ signals per URL (rankings, citations, sentiment, competitor moves, traffic shifts)

Yes, 100+ signals per URL (rankings, citations, sentiment, competitor moves, traffic shifts)

Yes, triggered when a revenue-driving query loses position

Yes, triggered when a revenue-driving query loses position

10,000+

10,000+

Self-serve analytics platform with recommendations

Self-serve analytics platform with recommendations

$95-$795/mo across plan tiers

$95-$795/mo across plan tiers

Monthly subscription (15% off annual)

Monthly subscription (15% off annual)

ChatGPT, Perplexity, Gemini, Microsoft Copilot, AI Mode, AI Overviews, Grok (Enterprise adds Claude, GPT-5 Search)

ChatGPT, Perplexity, Gemini, Microsoft Copilot, AI Mode, AI Overviews, Grok (Enterprise adds Claude, GPT-5 Search)

UI scraping (real-user simulation)

UI scraping (real-user simulation)

No

No

No

No

No

No

AI tracking + Agent Analytics (crawl insights, crawlability)

AI tracking + Agent Analytics (crawl insights, crawlability)

Actions -- Owned/Earned clustering with Relative Opportunity Score + Gap Analysis

Actions -- Owned/Earned clustering with Relative Opportunity Score + Gap Analysis

None

None

None

None

None

None

None

None

None

None

No

No

Source-level metrics (retrieval rate, citation rate, domain classification)

Source-level metrics (retrieval rate, citation rate, domain classification)

No

No

10,000+

10,000+

How to Think About the Buyer's Options

How to Think About the Buyer's Options

Category

Examples

What it provides

AEO Tools

Peec AI, Profound, Athena, Novi, Otterly

AI visibility tracking and reporting

Traditional Agencies

Neil Patel, Single Grain, generalists

Strategy and execution at standard agency velocity

In-house build

--

Full ownership, requires significant tooling and time

AI-native end-to-end partner

Passionfruit

Proprietary AI infrastructure + fully managed end-to-end execution

Where Peec AI Is Strongest

Where Peec AI Is Strongest

Peec AI is one of the strongest pure-tracking dashboards in Europe. The pricing tiers ($95 brand Starter, with $245 and $495 mid and top tiers) lowered the entry barrier, and unlimited users on every plan removed the per-seat math common in other AEO tools. The Actions feature clusters citations into Owned Media opportunities and Earned Media gaps with a Relative Opportunity Score. UI scraping rather than API access lets Peec interact with AI models the way real users do. Agent Analytics provides first-party crawl visibility showing which AI bots visit which pages. MCP support across paid plans is useful for teams wiring Peec into Claude or Cursor workflows. Within the scope of "track AI visibility, understand bot behavior, and cluster opportunities," Peec is one of the cleanest products in the European market.

Where Passionfruit Goes Further

1. End-to-end scope, not just tracking 

Peec tracks AI visibility, clusters opportunities, and provides source intelligence with gap analysis. Passionfruit covers tracking plus everything that turns tracking into revenue: content production, technical SEO, on-page optimization, digital PR, Reddit engagement, programmatic SEO, CRO, and full analytics infrastructure. One contract. One team. One dashboard.

2. First-of-its-kind revenue-by-keyword attribution 

Passionfruit's flagship metric is revenue per query -- every search query, Google or AI, mapped to revenue at the URL level. Revenue Decay Alerts notify the team the moment a revenue-driving query loses position. Peec's Actions feature ranks opportunities by Relative Opportunity Score; Passionfruit ranks opportunities by attributed dollar impact and ships against them.

3. Action-based ROI tracking 

Every shipped action is logged with URL, action type, owner, and date and correlated 30 days later to non-branded clicks, impressions, and revenue at that exact URL. The page-level learning model feeds back into prioritization for the next sprint.

4. End-to-end CRO and analytics built in 

CRO and analytics infrastructure (GA4, GTM, server-side, custom dashboards) are included as part of the engagement. Peec does not offer CRO or analytics infrastructure setup.

5. Minimum commitments 

Passionfruit engagements operate with month-to-month flexibility. No long lock-ins. Buyers extend based on results, not contractual obligation.

6. The 5-Surface Organic System


Surface

What Passionfruit covers

What Peec AI covers

1. Your site

PDPs, collections, programmatic, schema, llms.txt, CRO

--

2. Public opinion

Reddit, Quora, YouTube, TikTok seeding

--

3. Listings

G2, Capterra, TrustPilot, Wirecutter

--

4. Citations

Press, podcasts, AI corpora, expert quotes

Tracks citations + source intelligence on this surface

5. Physical

Stores, events, sponsorships, local SEO

--

Pricing Comparison

Pricing Comparison

Plan

Peec AI

Passionfruit

Brand entry

$95/mo (Starter)

Custom -- scoped to engagement

Brand mid

$245/mo (Pro)

Custom -- scoped to engagement

Brand top

$495/mo (Advanced)

Custom -- scoped to engagement

Agency entry

$245/mo (Essential)

Custom -- scoped to engagement

Agency top

$795/mo (Scale)

Custom -- scoped to engagement

Enterprise

Custom (Comprehensive)

Custom -- scoped to engagement

Best For

Passionfruit is the cleaner fit for:

  • Brands that want SEO, AEO, content, technical, CRO, analytics, and AI analytics under one fully managed engagement

  • Teams that need keyword-level revenue attribution and action-based ROI tracking

  • Marketing leaders prioritizing minimum commitments and month-to-month flexibility

  • Programs where Reddit, listings, citations, content, technical, and conversion optimization all need to move together

Peec AI is a fit for:

  • In-house teams already staffed across content, SEO, digital PR, and analytics that want a self-serve analytics platform with AI visibility tracking, source intelligence, gap analysis, and opportunity clustering

Frequently Asked Questions

Frequently Asked Questions

Frequently Asked Questions

How is Peec AI priced?

What does Peec AI's Actions feature do?

What AI engines does Peec AI track?

Does Peec AI offer revenue attribution?

Does Peec AI offer CRO, analytics, content production, or digital PR?

How is Passionfruit priced?

What is "revenue by keyword" attribution?

What does "action-based ROI tracking" mean?

Does Passionfruit offer end-to-end CRO and analytics?

What AI engines does Passionfruit track?

Trusted by teams at high growth companies

Ready to win search?

End to End, managed experience to drive growth from Google and AI search

Passionfruit

Trusted by teams at high growth companies

Ready to win search?

End to End, managed experience to drive growth from Google and AI search

Passionfruit

Trusted by teams at high growth companies

Ready to win search?

End to End, managed experience to drive growth from Google and AI search

Passionfruit

Capability

Passionfruit

Type

End-to-end managed partner + proprietary platform

Self-serve analytics platform with recommendations

Pricing

Custom, scoped to engagement

$95-$795/mo across plan tiers

Minimum commitment

Month-to-month flexibility, no long lock-ins

Monthly subscription (15% off annual)

AI engines tracked

ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode

ChatGPT, Perplexity, Gemini, Microsoft Copilot, AI Mode, AI Overviews, Grok (Enterprise adds Claude, GPT-5 Search)

Tracking method

API + integrated platform

UI scraping (real-user simulation)

Revenue-by-keyword attribution (first of its kind)

Yes

No

Action-based ROI tracking (every action to revenue impact)

Yes

No

End-to-end CRO

Yes

No

End-to-end Analytics + AI Analytics

Yes

AI tracking + Agent Analytics (crawl insights, crawlability)

Recommendations / roadmap

50+ prioritized actions, refreshed continuously, executed by team

Actions -- Owned/Earned clustering with Relative Opportunity Score + Gap Analysis

Content production

12-15 blogs/month -- managed

None

Technical SEO fixes

30-40/month -- managed

None

Digital PR / link acquisition

20-40/month -- managed

None

Reddit and community engagement

Managed

None

Programmatic SEO

Managed

None

GA4 + GSC integration

Yes, revenue tied to every action

No

Page-level diagnostic engine

Yes, 100+ signals per URL (rankings, citations, sentiment, competitor moves, traffic shifts)

Source-level metrics (retrieval rate, citation rate, domain classification)

Revenue Decay Alerts

Yes, triggered when a revenue-driving query loses position

No

Signals processed per client per day

10,000+

Dependent on prompt volume and plan tier

Comparison Summary