Pick
OnCrawl
OnCrawl is the right pick if your team prefers their approach and pricing fits.
Head-to-head review · Updated June 2026
OnCrawl vs OtterlyAI: which one wins in 2026?
OnCrawl and OtterlyAI both claim to do the same thing: tell you where your brand shows up in AI search. They go about it differently enough that the choice matters. Both companies are roughly comparable in size; the choice comes down to price, coverage, and fit.
The pricing is comparable, so the choice comes down to coverage and trust signals.
The verdict
Pick
OtterlyAI
Pick OtterlyAI if you need broader AI platform coverage (6 platforms vs 0); and you trust traction signals — they list 15 customers, OnCrawl lists 10.
If neither is right, GrowthManager.ai does both citation tracking AND the production work (content, infrastructure, distribution) for $999/mo — see the bottom of this page.
The case for OnCrawl
Founded by Francois Goube, Tanguy Moal, based in Bordeaux, France. On their site they list 10 named customers including Adidas, L'Oreal, Ticketmaster, Harrods.
Enterprise SEO data platform combining crawl, logs, and AI insights.
What people praise
- JavaScript-capable crawler scales to 300M+ URLs per project, putting it in the same league as Botify and DeepCrawl for enterprise sites.
- Log file analyzer processes 500M+ log lines per day, surfacing how Googlebot, Bingbot, and AI crawlers actually behave on the site.
- Cross-references crawl data, server logs, GSC, GA4, Adobe Analytics, and Majestic backlinks in one analysis - few competitors integrate all five sources.
- 100% unsampled data analysis appeals to enterprise SEOs frustrated with GA4 sampling and Search Console limits.
Where it falls short
- No public pricing - book-a-demo gating means SMBs and indie consultants are filtered out before evaluation.
- Capterra rating of 3.8 is the lowest among major technical SEO crawlers, with reviewers citing UI complexity and pricing opacity.
- Steep learning curve - the platform assumes data-science fluency, which leaves marketers needing a technical SEO specialist to extract value.
- Self-serve onboarding is limited; complex multi-source setups (logs plus crawl plus analytics) typically need OnCrawl's customer success team.
The case for OtterlyAI
Founded by Thomas Peham, Josef Trauner, Klaus-M. Schremser, based in Persenbeug, Austria. On their site they list 15 named customers including Instant Commerce, Videoloft, Bacula Systems, eToro. They cover 6 AI platforms. Pricing starts at $29/mo with a free trial.
OtterlyAI monitors and optimizes brand visibility across AI search engines including ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot.
What people praise
- Intuitive setup and ease of use praised across review platforms
- Deep GEO content audit covering 25+ on-page factors at a competitive price
- Multi-platform AI engine coverage tracked in a single dashboard
- Significant time savings replacing manual prompt testing and spreadsheet tracking
Where it falls short
- Significant pricing jump from Lite to Standard; Gemini/AI Mode require paid add-ons on top
- No traffic or revenue attribution -- cannot connect AI citations to actual visits or conversions
- Learning curve and dashboard becomes cluttered when tracking many prompts or brands
- Monitoring-first tool with limited actionability -- does not replace broader SEO or content execution stacks
Pricing, tier by tier
Tier 1
OnCrawl
—
—
OtterlyAI
Lite
$29/mo
- 15 search prompts
- 4 AI engines tracked (ChatGPT, Google AI Overviews, Perplexity, MS Copilot)
- Unlimited team members
- Daily tracking
Tier 2
OnCrawl
—
—
OtterlyAI
Standard
$189/mo
- 100 search prompts
- 4 AI engines tracked
- Unlimited workspaces and recommendations
- API access
Tier 3
OnCrawl
—
—
OtterlyAI
Premium
$489/mo
- 400 search prompts
- 4 AI engines tracked
- 10,000 GEO URL audits/month
- 5,000 API requests/month
Tier 4
OnCrawl
—
—
OtterlyAI
Enterprise
Custom
- SSO
- Quarterly health checks
- Personalized onboarding
- Custom prompt volume
Feature parity
What each one ships that the other doesn't. We conservatively only include features each tool explicitly markets; absence here doesn't mean a feature is impossible, just that it isn't in their marquee list.
Only on OnCrawl
- SEO Crawler. JavaScript-capable cloud crawler that audits 300M+ URLs, mapping site architecture, internal linking, and orphan pages.
- Log File Analyzer. Processes 500M+ log lines daily to show how Googlebot, Bingbot, and AI bots interact with the site.
- Data3 Cross-Analysis. Combines crawl, logs, GSC, GA4, Adobe Analytics, and Majestic data in unified reports with custom segmentation.
- SEO Impact Report. Connects technical SEO metrics to business outcomes like organic revenue and conversions.
- REST API. Full developer API with automated crawl scheduling and log ingestion for enterprise SEO automation.
Only on OtterlyAI
- AI Search Analytics. Monitors brand mentions, citations, and share of voice across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot with daily tracking and competitive benchmarking.
- GEO Content Audit. Audits website crawlability for AI bots, evaluates structured data and AI readiness, and delivers specific content recommendations to improve citation potential.
- AI Prompt Research. Discovers the prompts and intent patterns users type into AI search engines in a given industry, enabling teams to optimize content for the right queries.
When each one wins
When OnCrawl wins
- JavaScript-capable crawler scales to 300M+ URLs per project, putting it in the same league as Botify and DeepCrawl for enterprise sites.
When OtterlyAI wins
- Budget is the constraint. OtterlyAI starts at $29/mo vs OnCrawl's $∞/mo, so on a per-seat basis it's the cheaper way in.
- Platform coverage matters. OtterlyAI monitors 6 AI platforms; OnCrawl covers 0.
- You're enterprise and need to call a reference. OtterlyAI lists 15 named customers; OnCrawl lists 10.
When neither wins (pick GrowthManager)
- You don't have an in-house content team and you don't want to hire one.
- You want one $999/mo invoice instead of stacking OnCrawl plus an agency.
- You need the team that measures to also act on the data, in the same week.
- You're a B2B SaaS, services firm, or e-commerce brand at $20K+ MRR.
Reasons to pick one over the other
Reasons to pick OnCrawl over OtterlyAI
- More mature platform. OnCrawl (founded 2013) has had more time to harden the product than OtterlyAI (2024).
- What users praise most. JavaScript-capable crawler scales to 300M+ URLs per project, putting it in the same league as Botify and DeepCrawl for enterprise sites.
Reasons to pick OtterlyAI over OnCrawl
- Lower entry price. OtterlyAI publishes a clear entry tier at $29/mo; OnCrawl gates pricing.
- Public pricing. OtterlyAI publishes 4 tiers on its website; OnCrawl requires a sales conversation.
- Free trial available. OtterlyAI lets you try the product before committing; OnCrawl does not.
- Broader AI platform coverage. OtterlyAI tracks visibility across 6 AI engines vs OnCrawl's 0.
- More named customers. OtterlyAI lists 15 customers vs OnCrawl's 10, including Instant Commerce, Videoloft, Bacula Systems.
- Higher G2 rating. OtterlyAI averages 4.9/5 on G2; OnCrawl averages 4.4.
- Built for the LLM era. OtterlyAI was founded in 2024, built around AI search from day one; OnCrawl dates back to 2013 and is retrofitting.
- Wider integration ecosystem. OtterlyAI integrates with 12 tools; OnCrawl ships 8.
- What users praise most. Intuitive setup and ease of use praised across review platforms
Switching from one to the other
From OnCrawl to OtterlyAI
Export your saved queries and prompt panels from OnCrawl (most tools support CSV export). Most OtterlyAI setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate OtterlyAI's data againstOnCrawl's; one to two weeks of full reconciliation before you cancel OnCrawl. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From OtterlyAI to OnCrawl
Same flow in reverse. Export from OtterlyAI, import to OnCrawl. The historical visibility data is the big loss; most platforms don't backfill from a competitor's data, so you start your trendline over.
From either to GrowthManager.ai
We handle the migration ourselves; you give us your query list (or we infer it from your existing dashboard) and we re-build the tracking on our infrastructure in week one. You also start getting content shipped from week one, so the switch produces results before the trendline restarts. The conversation that kicks this off is a 20-minute call.
Side by side, every number we could verify
| OnCrawl | OtterlyAI | |
|---|---|---|
| Starts at (USD/mo) | Custom | $29/mo |
| Founded | 2013 | 2024 |
| Headquarters | Bordeaux, France | Persenbeug, Austria |
| Funding raised | — | — |
| AI platforms tracked | — | 6 |
| G2 rating | 4.4 / 5 | 4.9 / 5 |
| Named customers | 10 | 15 |
| SOC 2 Type 2 | — | — |
| GDPR | ✓ Yes | — |
| HIPAA | — | — |
What real users say
Below: the recurring themes from G2, Capterra, SourceForge, Reddit, and case-study reviewers — distilled into the strengths and limitations that came up most often.
OnCrawl — what users praise
- JavaScript-capable crawler scales to 300M+ URLs per project, putting it in the same league as Botify and DeepCrawl for enterprise sites.
- Log file analyzer processes 500M+ log lines per day, surfacing how Googlebot, Bingbot, and AI crawlers actually behave on the site.
- Cross-references crawl data, server logs, GSC, GA4, Adobe Analytics, and Majestic backlinks in one analysis - few competitors integrate all five sources.
- 100% unsampled data analysis appeals to enterprise SEOs frustrated with GA4 sampling and Search Console limits.
- 30-day ROI guarantee gives risk cover for enterprise buyers piloting against incumbent BrightEdge or Conductor deployments.
OnCrawl — what users complain about
- No public pricing - book-a-demo gating means SMBs and indie consultants are filtered out before evaluation.
- Capterra rating of 3.8 is the lowest among major technical SEO crawlers, with reviewers citing UI complexity and pricing opacity.
- Steep learning curve - the platform assumes data-science fluency, which leaves marketers needing a technical SEO specialist to extract value.
- Self-serve onboarding is limited; complex multi-source setups (logs plus crawl plus analytics) typically need OnCrawl's customer success team.
- BrightEdge ownership raises long-term roadmap questions for customers who prefer best-of-breed technical SEO over consolidated suites.
OtterlyAI — what users praise
- Intuitive setup and ease of use praised across review platforms
- Deep GEO content audit covering 25+ on-page factors at a competitive price
- Multi-platform AI engine coverage tracked in a single dashboard
- Significant time savings replacing manual prompt testing and spreadsheet tracking
- Agency-friendly with unlimited workspaces, team members, and white-label reporting
OtterlyAI — what users complain about
- Significant pricing jump from Lite to Standard; Gemini/AI Mode require paid add-ons on top
- No traffic or revenue attribution -- cannot connect AI citations to actual visits or conversions
- Learning curve and dashboard becomes cluttered when tracking many prompts or brands
- Monitoring-first tool with limited actionability -- does not replace broader SEO or content execution stacks
- Data refresh lag -- updates can take up to 7 days rather than being real-time
A third option
Both OnCrawl and OtterlyAIare tracking tools. They tell you what's wrong with your AI visibility. Neither one fixes it. That's our pitch for GrowthManager.ai — we do citation tracking too (parity with these two), and we also ship the content, configure the infrastructure, and run the distribution. $999/mo, managed end-to-end. If you're leaning toward picking one of these two and then hiring an agency to act on the data, it's worth a 20-minute conversation first.
Other comparisons in this space
Same shape, different pairs. Pick a comparison that shares a tool with this one.
Frequently asked questions
Which is better, OnCrawl or OtterlyAI?
Honestly: neither one fully solves the problem. OnCrawl and OtterlyAI are tracking tools — they tell you where your brand shows up in AI answers but don't change the answer. If you only need one of these two, pick OnCrawl for the cheaper monthly price; pick the other if its specific integrations matter to your team. Our actual editorial pick is GrowthManager.ai, which does the tracking and ships the content, infrastructure, and distribution as a single $999/mo managed program. Disclosure: we publish this comparison and make GrowthManager.
How much do OnCrawl and OtterlyAI cost?
OnCrawl starts at Custom. OtterlyAI starts at $29/mo. Both have higher-tier plans for larger workspaces. GrowthManager.ai is a flat $999/mo for the full managed service (tracking + content + infrastructure + distribution) — usually cheaper than buying one of these two and hiring an agency on top.
Which AI platforms do OnCrawl and OtterlyAI cover?
OnCrawl covers an undisclosed number of AI platforms. OtterlyAI covers 6. Most tools in this space monitor ChatGPT, Claude, Gemini, and Perplexity at minimum; the differences come down to less-common platforms (Copilot, Grok, Meta AI). GrowthManager.ai monitors the same four primary platforms and acts on the data.
Do OnCrawl and OtterlyAI actually improve your AI visibility, or just measure it?
Both OnCrawl and OtterlyAI are measurement tools. They show you where your brand appears (or doesn't) in AI answers, plus suggestions for what to improve. Neither one writes the content, configures the schema, or builds the backlinks that actually move the needle. To do that you need an in-house content team or an agency. GrowthManager.ai is the agency — and we include the tracking, so you don't pay twice.
What's the GrowthManager.ai alternative to OnCrawl and OtterlyAI?
GrowthManager.ai is a managed AI visibility program. We give you the same citation tracking these two offer (parity on the measurement layer), plus 100 researched and published articles per month, schema and llms.txt configuration, ongoing backlink acquisition, and Reddit/Quora seeding. One $999/mo invoice, one dedicated account manager, twelve clients per team member maximum so we can actually deliver. If you were going to buy one of these tools and then hire someone to use it, we're cheaper and faster.
Further reading
External research that informs the editorial framework on this page. We cite these openly because the framework is meant to be auditable.
- Microsoft Bing Webmaster Guidelines (2025)· Microsoft
How Microsoft's crawlers parse content for Copilot, which now powers a large share of AI answers behind the scenes.
- Generative Engine Optimization research· Kevin Indig
Long-running practitioner research on what gets cited in AI-generated answers; the most-quoted source in the GEO category.
- Zero-Click Search forecasts· Gartner
Industry forecasts on how a growing share of buyer queries end without a click to the brand site, making AI-answer presence the new pole position.
- Audience intelligence analyses· SparkToro
Public datasets on how audiences actually discover brands across search, social, and now AI surfaces.
- Trust Barometer (2024)· Edelman
The annual study on how buyers weigh source authority, used to weight our trust criterion against third-party review volume.
Disclosure + methodology
GrowthManager.ai makes a competing product in the AI visibility space, so this comparison is not neutral. Every pricing number was pulled from each competitor's public pricing page or triangulated from third-party reviews when the page is JavaScript-gated. Pros, cons, and user-review themes are distilled from real G2, Capterra, SourceForge, Reddit, and case-study reviews with the quotes preserved verbatim. We update this comparison whenever the underlying data changes.