Comparison

Adbeat vs Otterly.AI in 2026: Display advertising intelligence vs AI search visibility tracking

Adbeat helps media buyers study display and native creative, publishers, and modelled spend across 1,000+ ad networks. Otterly.AI monitors brand visibility and cited domains in AI search, with GEO audits from $29/month. They answer different competitive questions.

Updated October 21, 2026
Adbeat
Otterly.AI
Key takeaways
  • Adbeat monitors display and native campaigns across 1,000+ ad networks in 140+ countries, including creative, landing pages, publishers, and modelled spend.
  • Otterly.AI tracks brand presence, answer rank, and cited domains across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Copilot, Claude, and Gemini.
  • Adbeat Intro costs $99/month and Professional costs $399/month; Otterly.AI Lite costs $29/month, Standard $189/month, and Premium $489/month.
  • Adbeat spend figures are modelled estimates, not advertiser-reported financial data, and should be used for directional research rather than audited budget claims.
  • Otterly.AI’s Lite plan includes 15 prompts and four base engines; Gemini, Google AI Mode, and Claude are paid add-ons according to the reviewed profile.
  • Adbeat Professional includes API access and white-label reports. Otterly.AI API and MCP access begin on Standard, while white-label delivery is only listed as contact on Enterprise.
  • Neither tool measures the other channel: Adbeat does not establish AI-answer visibility, and Otterly.AI does not establish competitor display placements or spend.

Adbeat and Otterly.AI should not be treated as substitutes. Adbeat is for a media buyer who needs to understand a competitor’s display and native advertising: which creative is appearing, where it is placed, how campaigns change over time, and what modelled spend patterns may indicate. Its Intro plan is $99 per month, while Professional is $399 per month and adds 140+ countries, 365-day creative history, white-label reports, and API access. Otterly.AI is for a content or SEO team tracking whether a brand and its cited domains appear in AI-generated answers. Lite is $29 per month for 15 prompts across four base AI engines, with GEO audit and citation analysis. Choose Adbeat for paid-media research. Choose Otterly.AI for AI-search discovery and content prioritisation.

The tools at a glance

ToolStarting priceBest for
Adbeat$0/monthPerformance media buyers and agencies researching display or native creative, publisher placements, and directional competitor activity before designing a paid-media test.
Otterly.AI$29/moIn-house content teams, SEO consultants, and growth teams that need prompt-level AI visibility, cited-domain analysis, and GEO recommendations rather than paid-placement research.

Adbeat

Competitive display and native intelligence for creative, publishers, placements, and directional spend research

Full review →
Adbeat screenshot

Adbeat is purpose-built for the question a display or native media buyer asks before committing budget: where are competitors showing up, which publishers or networks are involved, which creative patterns persist, and how does activity appear to be distributed? It tracks display advertising across more than 1,000 ad networks and more than 140 countries, capturing creative, landing pages, publisher placements, and estimated spend. That scope makes it materially more useful than a generic ad gallery when the research must lead to a practical test hypothesis about channels, publishers, offers, or formats.

Creative history is central to the product. A researcher can use the library to distinguish a newly observed variation from a message a competitor has continued running over time. Publisher and placement intelligence is equally important for market entry, helping a buyer find active destinations before testing direct buys or programmatic approaches. The free tier is intentionally limited. Intro supplies 1,000+ networks, 10+ countries, 90 days of creative history, publisher intelligence, and competitor alerts. Professional expands to 140+ countries and 365 days, then adds API access and white-label reports.

The limits are just as important as the coverage. Adbeat is focused on display and native, not Google Search ads, and its spend numbers are modelled rather than confirmed by advertisers. Sustained activity can be a useful research signal, but it cannot prove conversion rate, profitability, exact budget, or targeting settings. Use it to form and prioritise experiments, then validate the result with first-party campaign data. It is a media-intelligence product, not an AI search visibility tracker or a tool for monitoring whether a brand is cited in generated answers.

Pricing
Feature
Free
$0/month
Intro
$99/month
Professional
$399/month
Enterprise
Custom quote
Ad networks coveredVery limited1000+1000+1000+
Countries covered1-210+140+140+
Creative library history30 days90 days365 daysFull history
Publisher intelligence✗✓✓✓
White-label reports✗✗✓✓
API access✗✗✓✓
Competitor alerts✗✓✓✓
Best for: Performance media buyers and agencies researching display or native creative, publisher placements, and directional competitor activity before designing a paid-media test.

Otterly.AI

AI-search visibility monitoring with citation analysis, answer-rank tracking, GEO audit recommendations, and API or MCP on higher plans

Full review →
Otterly.AI screenshot

Otterly.AI solves a different discovery problem: how a brand appears inside AI-generated answers and which domains those systems cite. It monitors ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, and Gemini, while its entry tier includes four base engines and makes Gemini, Google AI Mode, and Claude paid add-ons. Brand mentions, answer position, domain ranking, and citation link analysis give a content or SEO team evidence about where AI-driven discovery is strong, absent, or concentrated in competitor sources.

The GEO audit turns that measurement into an optimisation workflow by identifying gaps and suggesting content and structural changes. Lite is listed at $29 per month for 15 prompts, one workspace, citation analysis, and the audit. Standard is $189 per month and Premium $489 per month, both adding unlimited workspaces, API access, and MCP integration. Enterprise starts from €1,000 per month. The pricing shape makes Lite attractive for a single brand beginning AI-search monitoring, while a consultant or technical team will need to budget for Standard before treating Otterly data as a programmable source.

Otterly does not reveal where a competitor bought display placements, what banner creative they ran, or how much they spent. Its data is about AI answer visibility and citations, not media buying. It also does not list native white-label delivery on Lite, Standard, or Premium; Enterprise is contact-only. Use it when the next action is a content, citation, or GEO decision. Use Adbeat when the next action is a paid display or native research decision. A growth team may use both, but they should not merge their metrics into one false measure of competitive performance.

Pricing
Feature
Lite
$29/mo
Standard
$189/mo
Premium
$489/mo
Enterprise
From €1,000/mo
AI models tracked4 base, more as paid add-ons4 base, more as paid add-ons4 base, more as paid add-onsContact
Prompts15ContactContactContact
Workspaces1UnlimitedUnlimitedContact
GEO audit✓✓✓✓
Citation link analysis✓✓✓✓
API access✗✓✓✓
MCP integration✗✓✓✓
White label✗✗✗Contact
Best for: In-house content teams, SEO consultants, and growth teams that need prompt-level AI visibility, cited-domain analysis, and GEO recommendations rather than paid-placement research.

Head-to-head feature comparison

Feature
Adbeat
Otterly.AI
Primary jobDisplay and native advertising intelligenceAI-search visibility and GEO monitoring
Starting price$0 limited; Intro $99/monthLite $29/month
Competitive display and native creativeYes, 1,000+ networksNo
Publisher and placement intelligenceYes on paid plansNo
Spend dataModelled estimates, not verified spendNo
AI-answer visibilityNoYes, across listed AI surfaces
Cited-domain analysisNoYes
GEO auditNoYes on all listed plans
API accessProfessional and EnterpriseStandard, Premium, Enterprise
White-label deliveryProfessional and EnterpriseEnterprise contact only

Which should you choose?

Finding competitor display creative and publisher placementsAdbeat
Directional research on display or native media activityAdbeat
Agency display audits with branded reportsAdbeat Professional
Monitoring whether a brand appears in AI-generated answersOtterly.AI
Finding domains cited by AI engines in a categoryOtterly.AI
GEO audit recommendations and AI-search content gapsOtterly.AI
Programmatic AI visibility data and MCP workflowsOtterly.AI Standard or Premium

Adbeat and Otterly.AI operate on different sides of competitive discovery. Adbeat is a paid-media research system: it helps a buyer study display and native creative, publishers, and estimated activity before choosing a test. Otterly.AI is an AI-search measurement system: it helps a team understand mentions, answer position, citations, and content gaps in generated answers. Adbeat’s modelled spend is useful only as a directional signal, while Otterly’s visibility data should not be mistaken for paid-media intelligence. Pick the product based on the decision that must follow the research.

Bottom line

Choose Adbeat when the team is planning or auditing display and native media and needs creative history, publisher intelligence, and modelled competitive signals. Choose Otterly.AI when the team needs to track AI-answer visibility, cited domains, and GEO recommendations, starting at a lower entry price but stepping up to Standard for API and MCP access. Use both only if paid-media and AI-search decisions both matter, and keep their measures separate: neither can validate the other channel’s performance.

Frequently asked questions

Can Otterly.AI show where a competitor is running display ads or how much they spend?

Otterly.AI cannot show competitor display placements or advertising spend because it is an AI-search visibility monitoring product. It tracks brand appearances, answer ranking, citations, and cited domains across AI surfaces. Adbeat is the relevant tool for display and native creative, publisher-placement intelligence, and modelled spend research.

Does Adbeat track whether a brand is cited in ChatGPT, Google AI Overviews, or Perplexity?

Adbeat does not track brand citations in AI-generated answers because its reviewed profile is focused on display and native advertising intelligence. Otterly.AI tracks visibility across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Copilot, Claude, and Gemini, with citation link analysis and GEO audit recommendations.

Are Adbeat competitor spend figures exact or verified by advertisers?

Adbeat competitor spend figures are modelled estimates rather than advertiser-reported financial data. They are useful for comparing relative activity and deciding which publishers, creatives, or competitors deserve further research, but they should not be presented as exact budget, profitability, conversion, or targeting information.

Which Otterly.AI plan includes API access and MCP integration for an agency workflow?

Otterly.AI Standard and Premium include API access and Model Context Protocol integration, while Lite does not. Standard is listed at $189 per month and Premium at $489 per month. The profile lists white-label delivery only as contact on Enterprise, so agencies should not assume a branded client-facing dashboard is included on Standard or Premium.

Which Adbeat plan includes white-label reports and API access for paid-media audits?

Adbeat Professional and Enterprise include white-label reports and API access according to the reviewed pricing table. Professional is listed at $399 per month and includes 1,000+ networks, 140+ countries, and 365 days of creative history. Intro costs $99 per month but does not include those agency-delivery or API features.

Photo of Filipe Lins DuarteReviewed by Filipe Lins DuarteCo-Founder & CEO

Vast experience talking to customers and users to understand what good software looks like. Background spans commercial and product roles.

Photo of John RiceChecked by John RiceCo-Founder & CTO

15+ years building tech products and web applications. Conducted hundreds of user interviews to know what a good product looks like.

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