★ Our pick
Pick
Frase
Pick Frase if you want the cheaper option ($49/mo vs $0/mo); and you trust traction signals — they list 10 customers, Hall lists 1; and you want the better-funded company ($10.9M).
Head-to-head review · Updated June 2026
Frase vs Hall: which one wins in 2026?
Frase and Hall 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. Frase has raised $10.9M, Hall has raised $2M; Frase is the more-funded incumbent; Hall is the leaner challenger.
Hall is cheaper out the gate, but that's not the only thing that matters. The right pick depends on which dimension matters most for you.
The verdict
Pick
Hall
Pick Hall if you want the cheaper option ($0/mo vs $49/mo); and you need broader AI platform coverage (4 platforms vs 0).
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 Frase
Frase has raised $10.9M (Acquired by CopySmith (October 2022)). Founded by Tomas Ratia, Cody Jacques, based in Boston, MA. On their site they list 10 named customers including Andela, ActiveCampaign, Coursera, GitLab. Pricing starts at $49/mo.
AI content optimization tool that helps you research, write, and outrank competitors.
What people praise
- Excellent content brief generation, agencies report saving 180 hours/month on research
- Aggregates People Also Ask, Quora, and Reddit questions for FAQ sections and subtopic discovery
- Real-time SEO scoring with clear keyword and heading coverage targets
- Now includes GEO (generative engine optimization) and AI visibility tracking across ChatGPT, Claude, Gemini, Perplexity
Where it falls short
- AI-generated drafts often need manual rewriting, reviewers cite awkward phrasing and repetitive output
- Most powerful features locked behind an SEO add-on that costs extra on lower tiers
- Pricier than alternatives like Dashword at the entry tier, especially once add-ons are stacked
- AppSumo LTD buyers complained of accounts being invalidated after a v2 migration without clear notice
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
Pricing, tier by tier
Tier 1
Frase
Starter
$49/mo
- 1 site, 1 user seat
- 10 AI articles per month
- 50 audit pages per month
- AI visibility tracking
Hall
Free
$0/mo
- 1 project
- 25 tracked questions
- Basic AI visibility monitoring
- Self-serve onboarding
Tier 2
Frase
Professional
$129/mo
- 3 seats (+$29/seat)
- 5 domains
- 40 AI articles per month
- 250 audit pages per month
Hall
Starter
Contact sales
- 20 projects
- 500 tracked questions
- 45,000 answers analyzed monthly
- Daily data updates
Tier 3
Frase
Scale
$299/mo
- 5 seats (+$29/seat)
- 10 domains
- 100 AI articles per month
- 1,000 audit pages per month
Hall
Business
Contact sales
- 50 projects
- 1,000 tracked questions
- 120,000 answers analyzed monthly
- Daily data updates
Tier 4
Frase
Enterprise
Custom
- SSO and SAML
- White-label portal
- Dedicated account manager
- Custom SLA
Hall
Enterprise
Custom
- API access
- Enterprise-grade security
- Access management and audit logging
- Unlimited historical data
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 Frase
- SEO Content Optimization. Real-time scoring, keyword tracking, and competitive benchmarks while drafting
- GEO Content Optimization. Optimizes content to be cited by ChatGPT, Perplexity, Claude, and Gemini
- SERP Research. Analyzes the top 10 ranking competitors in around 30 seconds to seed briefs
- AI Search Tracking. Monitors brand visibility across ChatGPT, Perplexity, Claude, and Gemini
- Content Atomization. Repurposes a single article into LinkedIn, Twitter, newsletter, and Instagram variants
- Programmatic SEO. Generates pages at scale from structured data sets
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
When each one wins
When Frase wins
- You're enterprise and need to call a reference. Frase lists 10 named customers; Hall lists 1.
- You want the better-funded incumbent. Frase has raised $10.9M, giving it more runway and shipping velocity.
- Excellent content brief generation, agencies report saving 180 hours/month on research
When Hall wins
- Budget is the constraint. Hall starts at $0/mo vs Frase's $49/mo, so on a per-seat basis it's the cheaper way in.
- Platform coverage matters. Hall monitors 4 AI platforms; Frase covers 0.
- Specialized AEO focus tracks brand appearance across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews with clear historical reports
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 Frase 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 Frase over Hall
- Better-funded incumbent. Frase has raised $10.9M, giving it more runway and shipping velocity than Hall ($2M).
- More named customers. Frase lists 10 customers vs Hall's 1, including Andela, ActiveCampaign, Coursera.
- More verified reviews. Frase has 500 G2 reviews vs Hall's none on file, so the average rating carries more weight.
- More mature platform. Frase (founded 2017) has had more time to harden the product than Hall (2024).
- Wider integration ecosystem. Frase integrates with 12 tools; Hall ships 8.
- What users praise most. Excellent content brief generation, agencies report saving 180 hours/month on research
Reasons to pick Hall over Frase
- Lower entry price. Hall starts at $0/mo vs Frase's $49/mo.
- Broader AI platform coverage. Hall tracks visibility across 4 AI engines vs Frase's 0.
- Built for the LLM era. Hall was founded in 2024, built around AI search from day one; Frase dates back to 2017 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
Switching from one to the other
From Frase to Hall
Export your saved queries and prompt panels from Frase (most tools support CSV export). Most Hall setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate Hall's data againstFrase's; one to two weeks of full reconciliation before you cancel Frase. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From Hall to Frase
Same flow in reverse. Export from Hall, import to Frase. 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
| Frase | Hall | |
|---|---|---|
| Starts at (USD/mo) | $49/mo | $0/mo |
| Founded | 2017 | 2024 |
| Headquarters | Boston, MA | San Francisco, CA |
| Funding raised | $10.9M | $2M |
| AI platforms tracked | — | 4 |
| G2 rating | 4.8 / 5 (500 reviews) | 4.8 / 5 |
| Named customers | 10 | 1 |
| SOC 2 Type 2 | — | — |
| GDPR | — | — |
| 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.
Frase — what users praise
- Excellent content brief generation, agencies report saving 180 hours/month on research
- Aggregates People Also Ask, Quora, and Reddit questions for FAQ sections and subtopic discovery
- Real-time SEO scoring with clear keyword and heading coverage targets
- Now includes GEO (generative engine optimization) and AI visibility tracking across ChatGPT, Claude, Gemini, Perplexity
- Publishes directly into WordPress, Webflow, Wix, Sanity with SEO fields populated
Frase — what users complain about
- AI-generated drafts often need manual rewriting, reviewers cite awkward phrasing and repetitive output
- Most powerful features locked behind an SEO add-on that costs extra on lower tiers
- Pricier than alternatives like Dashword at the entry tier, especially once add-ons are stacked
- AppSumo LTD buyers complained of accounts being invalidated after a v2 migration without clear notice
- Periodic performance issues and limited support response time mentioned in Trustpilot reviews
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
A third option
Both Frase and Hallare 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, Frase or Hall?
Honestly: neither one fully solves the problem. Frase and Hall 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 Frase and Hall cost?
Frase starts at $49/mo. Hall 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 Frase and Hall cover?
Frase covers an undisclosed number of AI platforms. Hall covers 4. 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 Frase and Hall actually improve your AI visibility, or just measure it?
Both Frase and Hall 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 Frase and Hall?
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.