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

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

Learn More

Passionfruit vs Otterly

Passionfruit and Otterly take different approaches to AI search. Otterly is one of the early AEO platforms, a self-serve Content Intelligence Platform for AI Search that monitors, researches, audits, and optimizes brand visibility and citations across major AI platforms. 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 processed per client every single day

Delivers 150–350 actions shipped per month across growth and optimization workflows

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

Minimum commitments with custom pricing scoped individually for every client engagement

Self-serve AI search monitoring and optimization platform built for independent team workflows

Pricing starts at $29/month Lite plan with approximately 10 included prompt credits

Standard plan at $189/month includes expanded monitoring with 100 prompt allocations

Pro plan at $989/month supports larger-scale AI visibility and optimization requirements

Covers research, monitoring, auditing, and optimization while execution remains fully self-serve

Comparison Summary

Capability

Type

Type

Pricing

Pricing

Minimum commitment

Minimum commitment

AI engines tracked

AI engines tracked

Prompts tracked

Prompts tracked

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

Dedicated team

Dedicated team

Signals processed per URL

Signals processed per URL

Revenue tie-back

Revenue tie-back

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

Unlimited (managed)

Unlimited (managed)

Yes

Yes

Yes

Yes

Yes

Yes

End-to-end Analytics + AI Analytics

End-to-end Analytics + AI Analytics

50+ prioritized actions, refreshed continuously

50+ prioritized actions, refreshed continuously

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

6 humans + agent network

6 humans + agent network

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

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

Every signal is tied back to revenue through GA4 and Google Search Console at the URL level

Every signal is tied back to revenue through GA4 and Google Search Console at the URL level

Self-serve AI search monitoring and optimization platform

Self-serve AI search monitoring and optimization platform

$29/mo Lite (~10 prompts), $189/mo Standard (100 prompts), $989/mo Pro

$29/mo Lite (~10 prompts), $189/mo Standard (100 prompts), $989/mo Pro

Monthly subscription

Monthly subscription

ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Microsoft Copilot

ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Microsoft Copilot

10 (Lite) / 100 (Standard)

10 (Lite) / 100 (Standard)

No

No

No

No

No

No

AI search analytics only (no GA4/GTM infrastructure setup). Offers Google Looker Studio Connector and free GA4 AI referral traffic report.

AI search analytics only (no GA4/GTM infrastructure setup). Offers Google Looker Studio Connector and free GA4 AI referral traffic report.

Automated GEO Recommendations based on brand report data

Automated GEO Recommendations based on brand report data

Self-serve GEO Content Creator, Landing Page Creator, and Content Briefs (not managed production)

Self-serve GEO Content Creator, Landing Page Creator, and Content Briefs (not managed production)

Crawlability Checker (8 AI crawlers) and Content Audit (25+ evaluation factors), self-serve

Crawlability Checker (8 AI crawlers) and Content Audit (25+ evaluation factors), self-serve

None

None

None

None

None

None

Self-serve

Self-serve

Not publicly disclosed

Not publicly disclosed

AI search visibility metrics. No URL-level revenue attribution

AI search visibility metrics. No URL-level revenue attribution

How to Think About the Buyer's Options

How to Think About the Buyer's Options

Category

Examples

What it provides

AEO Tools

Otterly, Profound, Athena, Novi, Peec AI

AI visibility tracking, optimization, 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

The 4-Channel Organic Discovery System

The 4-Channel Organic Discovery System

Passionfruit treats AI search and traditional SEO as sub-channels of one discipline: organic discovery. The comparison page covers AEO-specific features above. Here is the full scope of channels Passionfruit runs as a single motion:

Channel

What Passionfruit covers

What Otterly covers

1. AI Engines (AEO/GEO)

Citations and recommendations across ChatGPT, Perplexity, Claude, Gemini, AI Overviews, Copilot

Monitors and optimizes brand visibility across 6 AI engines

2. Search Engines (SEO)

Technical SEO, on-page, schema, content production, off-page citations, programmatic pages on Google and Bing

Not in scope

3. Social and Community Search

Reddit, YouTube, LinkedIn, Quora seeding. AI engines pull from these sources when answering buyer questions

Not in scope

4. Programmatic Long-tail

Hundreds to thousands of targeted Q&A pages, comparison pages, and structured-data-rich URLs for long-tail buyer questions

Not in scope

Where Otterly Is Strongest

Otterly is one of the established names in AI search monitoring and optimization. The Lite plan at $29/mo is one of the most accessible entry points in the category for in-house teams. Standard ($189/mo) expands prompt coverage, and Pro ($989/mo) opens deeper monitoring. Beyond tracking, the platform covers prompt research, content auditing, competitive benchmarking, GEO recommendations, and multi-country monitoring across 50+ markets. 

Where Passionfruit Goes Further

1. End-to-end scope, not just self-serve tooling

Otterly provides self-serve research, monitoring, auditing, and optimization tools. Passionfruit covers AI tracking plus everything that turns insights into revenue: managed 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. Search Console queries, on-site conversion events, and revenue signals join into a single attribution model. Revenue Decay Alerts notify the team the moment a revenue-driving query loses position. No tracking tool in the AEO category offers this.

3. Action-based ROI tracking

Every shipped action is logged with URL, action type, owner, and date, then correlated 30 days later to non-branded clicks, impressions, and revenue impact at that exact URL. The page-level learning model feeds back into prioritization for the next sprint. Otterly reports visibility metrics and recommendations; Passionfruit reports the dollar impact of each action shipped.

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

Conversion rate optimization and analytics infrastructure (GA4, GTM, server-side, custom dashboards) are included as part of the engagement, not billed as separate services. Otterly 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 Otterly covers

1. Your site

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

Content Audit, Crawlability Checker, GEO Recommendations (self-serve) 

2. Public opinion

Reddit, Quora, YouTube, TikTok seeding

None

3. Listings

G2, Capterra, TrustPilot, Wirecutter

None

4. Citations

Press, podcasts, AI corpora, expert quotes

Tracks and monitors citations on this surface

5. Physical

Stores, events, sponsorships, local SEO

None

Pricing Comparison

Pricing Comparison

Plan

Otterly

Passionfruit

Entry

$29/mo (Lite, ~10 prompts)

Custom, scoped to engagement

Mid

$189/mo (Standard, 100 prompts)

Custom, scoped to engagement

Top

$989/mo (Pro)

Custom, scoped to engagement

Minimum commitment

Monthly subscription

Month-to-month flexibility

Free trial

7-day

Discovery call + audit

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

Otterly is a fit for:

  • In-house marketing and SEO teams that want self-serve AI search monitoring and optimization at an accessible price point

  • Agencies managing multiple client brands through workspace-based reporting

  • Teams that already have content, SEO, and PR execution in place and need dedicated AI search intelligence

Frequently Asked Questions

Frequently Asked Questions

Frequently Asked Questions

Your questions on beauty SEO, GEO, and AI search answered by the team that's helped clients achieve 750% AI visibility growth.

Your questions on beauty SEO, GEO, and AI search answered by the team that's helped clients achieve 750% AI visibility growth.

How is Otterly priced?

How many AI platforms does Otterly track?

Does Otterly offer revenue attribution?

Does Otterly 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?

How many actions does Passionfruit ship per month?

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 AI search monitoring and optimization platform

Pricing

Custom, scoped to engagement

$29/mo Lite (~10 prompts), $189/mo Standard (100 prompts), $989/mo Pro

Minimum commitment

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

Monthly subscription

AI engines tracked

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

ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Microsoft Copilot

Prompts tracked

Unlimited (managed)

10 (Lite) / 100 (Standard)

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 search analytics only (no GA4/GTM infrastructure setup). Offers Google Looker Studio Connector and free GA4 AI referral traffic report.

Recommendations / roadmap

50+ prioritized actions, refreshed continuously

Automated GEO Recommendations based on brand report data

Content production

12-15 blogs/month, managed

Self-serve GEO Content Creator, Landing Page Creator, and Content Briefs (not managed production)

Technical SEO fixes

30-40/month, managed

Crawlability Checker (8 AI crawlers) and Content Audit (25+ evaluation factors), self-serve

Digital PR / link acquisition

20-40/month, managed

None

Reddit and community engagement

Managed

None

Programmatic SEO

Managed

None

Dedicated team

6 humans + agent network

Self-serve

Signals processed per URL

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

Not publicly disclosed

Revenue tie-back

Every signal is tied back to revenue through GA4 and Google Search Console at the URL level

AI search visibility metrics. No URL-level revenue attribution

Comparison Summary