★ Our pick
Pick
Botify
Pick Botify if you trust traction signals — they list 10 customers, Screaming Frog lists 0; and you want the better-funded company ($82.6M raised).
Head-to-head review · Updated June 2026
Botify vs Screaming Frog: which one wins in 2026?
Botify and Screaming Frog 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. Botify has raised $82.6M raised, Screaming Frog has raised Bootstrapped; Botify is the more-funded incumbent; Screaming Frog is the leaner challenger.
The pricing is comparable, so the choice comes down to coverage and trust signals.
The verdict
Pick
Screaming Frog
Screaming Frog is the right pick if your team prefers their approach and pricing fits.
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 Botify
Botify has raised $82.6M raised (Series C ($55M, September 2021)). Founded by Adrien Menard, based in Paris, France. On their site they list 10 named customers including L'Oreal, Expedia, The New York Times, Marriott. Pricing starts at Custom.
Enterprise SEO platform built around log file analysis and search agent visibility.
What people praise
- Depth of crawl data surfaces technical SEO issues that lighter tools like Screaming Frog and Ahrefs miss on enterprise sites.
- Log file analysis shows exactly how Googlebot actually crawls the site versus what the crawler thinks should be crawled.
- PageWorkers lets non-engineering teams ship technical SEO fixes without a dev queue.
- Pulls richer non-branded query data than Google Search Console exposes via the dashboard.
Where it falls short
- Steep learning curve; users report weeks to months before extracting full value from the platform.
- Platform UI can become extremely slow and almost unusable when crawling large sites.
- Customer support quality is inconsistent and frustrates users learning the tool.
- Pricing starts around $30K/year and reaches $400K+, locking out small and mid-market teams.
The case for Screaming Frog
Screaming Frog has raised Bootstrapped. Founded by Dan Sharp, based in Henley-in-Arden, UK. Pricing starts at $0/mo.
Desktop SEO crawler used by technical SEOs everywhere.
What people praise
- Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
- Comprehensive technical audit catches broken links, redirect chains, duplicate content, missing canonicals, and metadata errors in one pass.
- Custom extraction with XPath and CSS selectors is repeatedly cited as the killer feature for scraping data no other crawler can pull.
- Recent integrations with OpenAI, Claude, and Gemini let users run prompts against scraped content during a crawl.
Where it falls short
- Desktop-only Java app, so reviewers complain there is no cloud dashboard and no way to share live crawl data with teammates.
- Heavy memory footprint, with users reporting that large sites (1M+ URLs) require 32GB RAM and database storage mode.
- UI looks dated and the learning curve is steep for non-technical users, especially around XPath extraction.
- No keyword research, backlink analysis, or rank tracking, so users still need a second tool for those workflows.
Pricing, tier by tier
Tier 1
Botify
Enterprise
Custom
- URL crawling at enterprise volume (100K to 1M+ URLs)
- Log file analysis
- Botify Analytics, Intelligence, and Activation modules
- Integrations with GSC, GA, Adobe Analytics
Screaming Frog
Free
$0
- Crawl up to 500 URLs per run
- Broken link and error detection
- Meta data analysis
- XML sitemap generation
Tier 2
Botify
—
—
Screaming Frog
Paid License
~$21/mo
- Unlimited URL crawl (memory permitting)
- JavaScript rendering and mobile usability audits
- Structured data validation
- AI integrations with OpenAI, Gemini, and Anthropic Claude
Tier 3
Botify
—
—
Screaming Frog
Volume Discount (5-9 seats)
~$20/mo
- All paid license features
- Discounted bulk seats for agencies
Tier 4
Botify
—
—
Screaming Frog
Volume Discount (20+ seats)
~$18/mo
- All paid license features
- Best per-seat rate for large teams
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 Botify
- Site Crawl. Enterprise-grade crawler that handles multi-million-URL sites with deep technical SEO diagnostics.
- Log File Analyzer. Imports server logs to show actual Googlebot crawl behavior versus URL inventory.
- Botify Analytics. Combines crawl, log, and rank data with GSC and Adobe Analytics for revenue attribution.
- Botify Intelligence. Forecasts the revenue and conversion impact of specific SEO actions before you do them.
- PageWorkers. Lets marketing teams deploy SEO fixes to live pages without involving engineering.
- Botify GEO. Tracks brand visibility across generative AI engines like ChatGPT, Perplexity, and Gemini.
Only on Screaming Frog
- Website Crawler. Breadth-first crawler that fetches URLs, response codes, redirects, page titles, meta descriptions, headings, and content.
- Custom Extraction. Pull any data from a page using XPath, CSS selectors, or regex during the crawl.
- JavaScript Rendering. Renders pages with a headless Chromium engine to crawl single-page apps and JS-heavy sites.
- Crawl Comparison. Diffs two crawls to surface changes in metadata, response codes, structure, and content between deploys.
- AI Prompt Integration. Run prompts against OpenAI, Claude, or Gemini for every URL during a crawl, for example to classify pages or generate alt text.
- Structured Data Validation. Audits JSON-LD, Microdata, and RDFa against Google and Schema.org specs.
When each one wins
When Botify wins
- You're enterprise and need to call a reference. Botify lists 10 named customers; Screaming Frog lists 0.
- You want the better-funded incumbent. Botify has raised $82.6M raised, giving it more runway and shipping velocity.
- Depth of crawl data surfaces technical SEO issues that lighter tools like Screaming Frog and Ahrefs miss on enterprise sites.
When Screaming Frog wins
- Budget is the constraint. Screaming Frog starts at $0/mo vs Botify's $∞/mo, so on a per-seat basis it's the cheaper way in.
- Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
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 Botify 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 Botify over Screaming Frog
- Better-funded incumbent. Botify has raised $82.6M raised, giving it more runway and shipping velocity than Screaming Frog (Bootstrapped).
- More named customers. Botify lists 10 customers vs Screaming Frog's 0, including L'Oreal, Expedia, The New York Times.
- What users praise most. Depth of crawl data surfaces technical SEO issues that lighter tools like Screaming Frog and Ahrefs miss on enterprise sites.
Reasons to pick Screaming Frog over Botify
- Lower entry price. Screaming Frog publishes a clear entry tier at $0/mo; Botify gates pricing.
- More plan flexibility. Screaming Frog offers 4 pricing tiers vs Botify's 1, so there's a better chance one fits your team size.
- Higher G2 rating. Screaming Frog averages 4.7/5 on G2 across 186 reviews; Botify averages 4.4.
- Wider integration ecosystem. Screaming Frog integrates with 10 tools; Botify ships 6.
- What users praise most. Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
Switching from one to the other
From Botify to Screaming Frog
Export your saved queries and prompt panels from Botify (most tools support CSV export). Most Screaming Frog setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate Screaming Frog's data againstBotify's; one to two weeks of full reconciliation before you cancel Botify. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From Screaming Frog to Botify
Same flow in reverse. Export from Screaming Frog, import to Botify. 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
| Botify | Screaming Frog | |
|---|---|---|
| Starts at (USD/mo) | Custom | $0/mo |
| Founded | 2012 | 2010 |
| Headquarters | Paris, France | Henley-in-Arden, UK |
| Funding raised | $82.6M raised | Bootstrapped |
| AI platforms tracked | — | — |
| G2 rating | 4.4 / 5 (78 reviews) | 4.7 / 5 (186 reviews) |
| Named customers | 10 | — |
| 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.
Botify — what users praise
- Depth of crawl data surfaces technical SEO issues that lighter tools like Screaming Frog and Ahrefs miss on enterprise sites.
- Log file analysis shows exactly how Googlebot actually crawls the site versus what the crawler thinks should be crawled.
- PageWorkers lets non-engineering teams ship technical SEO fixes without a dev queue.
- Pulls richer non-branded query data than Google Search Console exposes via the dashboard.
- Segmentation and reporting handle multi-million-URL sites without choking like SaaS crawlers do.
Botify — what users complain about
- Steep learning curve; users report weeks to months before extracting full value from the platform.
- Platform UI can become extremely slow and almost unusable when crawling large sites.
- Customer support quality is inconsistent and frustrates users learning the tool.
- Pricing starts around $30K/year and reaches $400K+, locking out small and mid-market teams.
- No transparent pricing forces every buyer through a sales cycle with multi-month negotiation.
Screaming Frog — what users praise
- Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
- Comprehensive technical audit catches broken links, redirect chains, duplicate content, missing canonicals, and metadata errors in one pass.
- Custom extraction with XPath and CSS selectors is repeatedly cited as the killer feature for scraping data no other crawler can pull.
- Recent integrations with OpenAI, Claude, and Gemini let users run prompts against scraped content during a crawl.
- One-time low annual fee ($21/mo equivalent) is dramatically cheaper than Semrush or Ahrefs site audits.
Screaming Frog — what users complain about
- Desktop-only Java app, so reviewers complain there is no cloud dashboard and no way to share live crawl data with teammates.
- Heavy memory footprint, with users reporting that large sites (1M+ URLs) require 32GB RAM and database storage mode.
- UI looks dated and the learning curve is steep for non-technical users, especially around XPath extraction.
- No keyword research, backlink analysis, or rank tracking, so users still need a second tool for those workflows.
- No collaboration features, so two SEOs cannot work on the same crawl results without exporting CSVs.
A third option
Both Botify and Screaming Frogare 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, Botify or Screaming Frog?
Honestly: neither one fully solves the problem. Botify and Screaming Frog 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 Botify 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 Botify and Screaming Frog cost?
Botify starts at Custom. Screaming Frog starts at $0/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.
Do Botify and Screaming Frog actually improve your AI visibility, or just measure it?
Both Botify and Screaming Frog 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 Botify and Screaming Frog?
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.