★ Our pick
Pick
Hall
Pick Hall if you need broader AI platform coverage (4 platforms vs 0).
Head-to-head review · Updated June 2026
Hall vs Screaming Frog: which one wins in 2026?
Hall 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. Hall has raised $2M, Screaming Frog has raised Bootstrapped; Hall 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 Hall
Hall has raised $2M (Pre-seed (July 2025)). Founded by Kai Forsyth, based in San Francisco, CA. On their site they list 1 named customers including MagicBrief. They cover 4 AI platforms. Pricing starts at $0/mo.
AI search analytics platform that tracks brand mentions and citations across ChatGPT, Claude, Gemini, and Perplexity.
What people praise
- Specialized AEO focus tracks brand appearance across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews with clear historical reports
- Filtering between URL citations and brand mentions is a recurring praise point in G2 reviews
- Affordable pricing and free tier let SEO agencies start without procurement friction
- Customer service is responsive and ships requested features quickly per multiple reviewer accounts
Where it falls short
- Free tier caps at 1 project and 25 questions, too tight for agencies monitoring multiple clients
- Initial setup can feel technical for non-developers, onboarding wizard requested by reviewers
- Granular filtering options are still being built out, several reviewers asked for more segmentation
- Public pricing for paid tiers is hidden behind contact-sales, makes self-serve evaluation harder
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
Hall
Free
$0/mo
- 1 project
- 25 tracked questions
- Basic AI visibility monitoring
- Self-serve onboarding
Screaming Frog
Free
$0
- Crawl up to 500 URLs per run
- Broken link and error detection
- Meta data analysis
- XML sitemap generation
Tier 2
Hall
Starter
Contact sales
- 20 projects
- 500 tracked questions
- 45,000 answers analyzed monthly
- Daily data updates
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
Hall
Business
Contact sales
- 50 projects
- 1,000 tracked questions
- 120,000 answers analyzed monthly
- Daily data updates
Screaming Frog
Volume Discount (5-9 seats)
~$20/mo
- All paid license features
- Discounted bulk seats for agencies
Tier 4
Hall
Enterprise
Custom
- API access
- Enterprise-grade security
- Access management and audit logging
- Unlimited historical data
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 Hall
- Generative answer insights. Monitors brand appearance and sentiment in conversational AI answers across major LLM platforms
- Website citation tracking. Surfaces which of your URLs get cited in AI responses and which competitors get cited instead
- AI agent analytics. Observes how AI crawlers like GPTBot, ClaudeBot, PerplexityBot browse and index your site
- Conversational commerce. Tracks ecommerce product mentions and recommendations inside AI chat interfaces
- Question-level tracking. Track specific prompts users ask AI tools about your category, brand, and competitors
- Daily data refresh. Paid tiers refresh tracked questions daily for trend detection
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 Hall wins
- Platform coverage matters. Hall monitors 4 AI platforms; Screaming Frog covers 0.
- Specialized AEO focus tracks brand appearance across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews with clear historical reports
When Screaming Frog wins
- 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 Hall 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 Hall over Screaming Frog
- Broader AI platform coverage. Hall tracks visibility across 4 AI engines vs Screaming Frog's 0.
- Faster product velocity. Hall has shipped 6 public launches in the last year vs Screaming Frog's 4.
- Built for the LLM era. Hall was founded in 2024, built around AI search from day one; Screaming Frog dates back to 2010 and is retrofitting.
- What users praise most. Specialized AEO focus tracks brand appearance across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews with clear historical reports
Reasons to pick Screaming Frog over Hall
- More verified reviews. Screaming Frog has 186 G2 reviews vs Hall's none on file, so the average rating carries more weight.
- More mature platform. Screaming Frog (founded 2010) has had more time to harden the product than Hall (2024).
- What users praise most. Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
- EU data residency. Screaming Frog is HQ'd in Henley-in-Arden, UK, which simplifies GDPR data-processor agreements for European buyers.
Switching from one to the other
From Hall to Screaming Frog
Export your saved queries and prompt panels from Hall (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 againstHall's; one to two weeks of full reconciliation before you cancel Hall. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From Screaming Frog to Hall
Same flow in reverse. Export from Screaming Frog, import to Hall. 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
| Hall | Screaming Frog | |
|---|---|---|
| Starts at (USD/mo) | $0/mo | $0/mo |
| Founded | 2024 | 2010 |
| Headquarters | San Francisco, CA | Henley-in-Arden, UK |
| Funding raised | $2M | Bootstrapped |
| AI platforms tracked | 4 | — |
| G2 rating | 4.8 / 5 | 4.7 / 5 (186 reviews) |
| Named customers | 1 | — |
| 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.
Hall — what users praise
- Specialized AEO focus tracks brand appearance across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews with clear historical reports
- Filtering between URL citations and brand mentions is a recurring praise point in G2 reviews
- Affordable pricing and free tier let SEO agencies start without procurement friction
- Customer service is responsive and ships requested features quickly per multiple reviewer accounts
- Quick setup compared to legacy SEO platforms, navigation is intuitive once configured
Hall — what users complain about
- Free tier caps at 1 project and 25 questions, too tight for agencies monitoring multiple clients
- Initial setup can feel technical for non-developers, onboarding wizard requested by reviewers
- Granular filtering options are still being built out, several reviewers asked for more segmentation
- Public pricing for paid tiers is hidden behind contact-sales, makes self-serve evaluation harder
- Newer product (launched April 2025) means fewer integrations than mature SEO tools
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 Hall 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, Hall or Screaming Frog?
Honestly: neither one fully solves the problem. Hall 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 Hall 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 Hall and Screaming Frog cost?
Hall starts at $0/mo. 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.
Which AI platforms do Hall and Screaming Frog cover?
Hall covers 4 AI platforms. Screaming Frog covers an undisclosed number of. 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 Hall and Screaming Frog actually improve your AI visibility, or just measure it?
Both Hall 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 Hall 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.