AI visibility tools, head to head
Ahrefs Brand Radar vs Visby AI
Pricing, features and differences, researched August 2026.
Ahrefs Brand Radar and Visby AI both help teams track how AI search tools mention their brands and competitors. They suit marketers, SEO teams, and agencies that need to see where their brand appears in tools such as ChatGPT, Claude, and Gemini. The main difference comes down to the type of analysis and follow-up each platform emphasizes. Ahrefs Brand Radar uses a large index of search-backed prompts and connects AI visibility data with SEO, YouTube, Reddit, and TikTok data. Visby AI pairs cross-platform tracking with gap analysis and personalized GEO tasks for teams that want clear actions to improve visibility. When comparing Ahrefs Brand Radar vs. Visby AI, the key areas include AI platform coverage, prompt tracking, visibility metrics, competitor research, data sources, reporting, and optimization guidance. Pricing, workflow fit, and the need for broader SEO data versus task-focused GEO recommendations can also shape the choice.
At a glance
Ahrefs Brand Radar
Pick it if you already pay for Ahrefs, since this is a $199 add-on on top of that plan and the entry tier tracks 5 to 20 prompts.
- Entry price
- $199/mo add-on, plan on top
- Tracked prompts
- 5–20 prompts; 150–600 checks/mo
- Free trial
- None
Visby AI
Pick it if a Shopify store and a roughly monthly check fit your needs, since the entry plan tracks 15 prompts across 3 engines.
- Entry price
- $79/mo
- Tracked prompts
- 15 / 90 / 250+
- Free trial
- Not published - 3rd party says 14 days
Hi, MooseOur AEO tool
Pick it if you want the fix shipped rather than scored: an agent that publishes the change, audio repurposing no other tool here offers at any price, and a built-in model so the AI can cost you nothing.
- Entry price
- $39/mo BYOK; $79/mo AI included
- Tracked prompts
- No hard limit on any plan
- Free trial
- n/a - free plan, no expiry
The row SEOs read first
Founders have SEO backgrounds?
A tool built by people who have done the work makes different choices.
Full comparison
202 rows across 20 categories. Values are quoted as published; where a vendor does not publish a number, the cell says so.
| Feature | Ahrefs Brand Radar | Visby AI | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | Free account, no AI visibility | No - trial + free audit tool | Yes - free forever, no card |
| Free daily visibility runs, no cap | No | No | Yes - local runs unlimited on every plan |
| Engines free to run daily | 0 | 0 | 5 |
| Entry paid price | $199/mo add-on, plan on top | $79/mo | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 2 months free | No - monthly only | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Per engine index + prompt checks | Tiered: prompts + domains + seats | Flat plan with monthly AI credit balance, or BYOK |
| Bring your own API key | No | No - on roadmap | Yes - OpenRouter |
| Can run with $0 AI cost to vendor | No | No | Yes |
| Usage metered in one transparent unit | Partial - checks cover custom prompts only | No - prompt, answer, article caps | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - limits and usage page | Yes - limits/usage in Settings | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - agency directory listing only | No - no named agency tier | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | No - discontinued | Yes - referral program | Yes |
| Annual contract required | No - Enterprise annual only | No | No |
| Free trial length | None | Not published - 3rd party says 14 days | n/a - free plan, no expiry |
| Paid plans pricing range | $29–$1,499/mo + $199–$699 add-ons | $79–$199/mo + custom Enterprise | $39–$1,999/mo |
| Deployment, privacy & data ownership | |||
| Native desktop app | No - browser extension only | No | Yes - Windows and macOS |
| Browser-based app | Yes | Yes | No |
| Local-first data storage | No - cloud SaaS | No - cloud SaaS | Yes - local database on the device |
| Works offline | No | No | Partial - local models and stored data; engine checks need the web |
| On-device AI Inference | No | No | Yes |
| Local model sizes offered | 0 | 0 | 3 |
| Data export on cancellation | CSV + API anytime | Not published - CSV/PDF while active | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | SOC 2 Type 2 | Not published | Pending |
| ISO certification | ISO 27001 (2022) | Not published | No |
| Local backup and restore | No | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 8 listed; 6 collecting | 3 - pick 3 of 4 on pricing page | 10; 5 of them also collected locally |
| Real consumer-surface capture | Yes - free web UI, no login | Not published | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes - $199/mo index | Yes | Yes |
| Claude | Custom prompts only, 8 checks each | Yes | Yes |
| Gemini | Yes - $199/mo index | Yes | Yes |
| Google AI Mode | Yes - $199/mo index | No - roadmap, under review | Yes |
| Google AI Overviews | Yes - $199/mo index | Disputed - priced, roadmap says planned | Yes |
| Grok | Listed, collection paused | No | Yes |
| Bing Copilot | Yes - $199/mo index | No - referral traffic only | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 5–20 prompts; 150–600 checks/mo | 15 / 90 / 250+ | No hard limit on any plan |
| Samples per prompt configurable | No | No - 1 per engine per month | Yes |
| Run cadence options | Daily, weekly or monthly | ~30 days, not adjustable | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Not published | Not published | Yes |
| Instant one-off check | Yes - search the stored index | Partial - free audit is site, not prompt | Yes |
| Prompt manager | Yes - add, tag, delete | Yes - tags, archive, CSV import | Yes |
| Branded vs non-branded classification | Not published | Partial - funnel stage + intent | Yes |
| Prompt categories and topics | Yes - tags + topic clusters | Yes - tags + funnel stage | Yes |
| Per-prompt model selection | Yes - engines set per prompt | Not published | Yes |
| Brand name variant support | Yes - multiple names per brand | Not published | Yes - secondary brand terms |
| Brand multi-domain support | Yes - uncapped | No - 1 domain per project | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No | No - suggested from site scan | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - AI generator from brand focus areas | Partial - gap analysis module | Yes |
| Perplexity | Yes - $199/mo index | No - roadmap, under review | Yes |
| Scoring & analysis | |||
| Mention detection | Yes - string match | Yes | Yes |
| Citation detection | Yes - cited vs found-not-cited | Yes - domain, page, competitor | Yes - domain and page level |
| Sentiment scoring | No | Yes - prompts + reviews | Yes |
| Average position / rank | No | No - roadmap, under review | Yes |
| Share of Voice | Yes - impression-weighted | Yes | Yes |
| Share of Mentions | Partial - mention counts per brand | Partial - visibility score | Yes |
| Share of Citations | Partial - citation counts per domain | Partial - citations by domain | Yes |
| Narrative drift detection | No | No | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | No | Yes |
| Untracked brand extraction | Partial - auto-suggests rivals at setup | Yes - detected brands, promotable | Yes - with sentiment and average rank |
| Cited source categorization | Partial - by domain and page, not typed | Partial - domain and page only | Yes - 8 source types |
| Topic-level breakdown | Yes | Partial - funnel stage + tags | Yes |
| Engine-level breakdown | Yes | Yes | Yes |
| Competitor tracking | Yes - any brand, no setup wait | Yes - direct, indirect, companion | Yes - or promote any brand seen in results |
| Competitors included | Uncapped | Not published | 15 |
| Visibility gap analysis | Yes - topic and citation gaps | Yes | Yes |
| ChatGPT fan-out capture | Yes - ChatGPT and Perplexity | No | Yes |
| AI Mode grounding queries capture | No | No | Yes - the live grounding searches |
| Bing Index probe | No | No - Bing Webmaster traffic only | Yes |
| AI crawler access check | Partial - bot traffic logs, no robots check | No - roadmap, under review | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | No | Not published | Yes |
| Data export | Yes - CSV, API, Looker Studio | Yes - CSV, PDF | Yes - CSV |
| Branded PDF report | No - Ahrefs branding, stated policy | Beta since Mar 2026 | Yes |
| Scheduled email reports | Partial - report scheduling, $249+ | Yes - weekly + monthly | Yes - paid, per-user opt-in |
| Action log with export | No - audit log on Enterprise | Partial - Kanban board, no export | Yes - CSV on paid managed plans |
| Historical data retention | AI answers from 2025; 6–60 mo by plan | Not published - monthly data points | No cap - stored on device,. Paid plans offer 400 day backup on-cloud; audio analytics 180–365 days |
| Taking action (the AEO loop) | |||
| Covers full loop: track → fix → verify → deploy | No - measurement only | Partial - deploy on Shopify only | Yes |
| Page-level AEO audit | No - technical SEO audit only | Yes - site scan + free tool | Yes |
| Scored categories | 0 for AI readiness | 5 - SEO, GEO, content, review, speed | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No - no recommendations | No - impact priority only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | No | Partial - Shopify product copy | Yes - element, character budget, before and after |
| Second-model QA pass | No | No | Yes - pass, revised or needs human review |
| Static crawler-view snapshot | No | No | Yes - full-page screenshot, JavaScript off |
| Audit input sources | n/a - no AI page audit | Sitemap crawl; GA, GSC, Bing, Ahrefs | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - crawl compare, not AI | Partial - task validation, re-scans | Yes - compares against the baseline |
| Recommendation status tracking | No | Yes - Kanban + assignees | Yes - planned, staged, completed |
| Visibility data sets page priority | Partial - cited pages report | Yes | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC data in platform | Partial - GSC data on dashboard | Yes - protect, balanced or expand |
| Branded audit PDF | n/a - no AI page audit | Beta - white-label reporting | Yes |
| CMS integration & publishing | |||
| WordPress | Plugin for audits, no publishing | No - roadmap, under review | Yes - official plugin, production and staging |
| Webflow | No | No | Yes - OAuth MCP, pages and collection items |
| Framer | No | No | On roadmap |
| Grav | No | No | Yes - official plugin |
| Shopify | No | Yes - product content only | On roadmap |
| Surgical element-level edits to live page | No | Partial - Shopify products only | Yes |
| Preview before applying | No | Yes - Shopify pending review | Yes |
| Staging environment support | No | No | Yes - WordPress, with promote to production |
| One-click rollback | No | Not published | Yes - WordPress |
| Patch history per site | No | Not published | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | No | No - recommends only | Yes - FAQPage schema |
| Publish approval gate | n/a - never publishes | Yes - Shopify only | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | No - separate product, $99+/mo | No - two agentic items on roadmap | Yes - plans and executes against the live web |
| Fixed-workflow automation only | No workflow builder either | Yes - scheduled scans, auto tasks | No - workflows exist alongside the agent |
| Agents can run on local model at zero cost | No | No | Yes |
| Multi-agent panel | No | No | Yes - two extra agents, paid plans |
| Live browser view | No | No | Yes |
| Take control mid-run | No | No | Yes |
| Steer agent while running | No | No | Yes - talk to any agent mid-job |
| Background execution | No - separate product | Partial - scheduled scans only | Yes - with notify on completion |
| Approval gate before real-world actions | n/a - takes no actions | Yes - Shopify only | Yes |
| Long-running deep work jobs | No | No | Yes |
| Scheduled agent jobs | No - scheduled prompt checks only | No - scheduled refresh, not jobs | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | No | Partial - briefs and articles | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - raw AI answers stored | Partial - stores AI answers | Yes - screenshots and captured proof |
| Searchable job history | No - saved reports only | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | No - data exposed to outside assistants via MCP | No - MCP for outside clients | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | n/a | n/a - no in-app chat | 27 hosted + 3 local; any model on BYOK |
| Chat memory across conversations | No | No | Yes - semantic search over past chats |
| Live web search | No | No | Yes |
| Fetch and read URLs | Partial - import a URL in the editor | Partial - audits URL or sitemap | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Partial - topic score vs top pages | Yes - gap analysis | Yes - covered, partial or not covered |
| File attachments | No | No | Yes - txt, md, doc, docx, pdf, images |
| In-app screenshot capture | No | No | Yes - screen or window, with crop |
| Custom specialists with own tool access | No | No | Yes - plus 6 presets |
| Image generation | No | Not published | Yes |
| Content generation | |||
| Research-backed briefs | Partial - topics and headings from top pages | Yes - from gaps + SERP analysis | Yes |
| Live SERP / PAA research | Yes - separate $99/mo add-on | Yes - SERP analysis module | Yes - plus related searches and AI search snapshots |
| Full draft generation | No - assisted editor, 1 doc/mo free | Yes - 2–25 articles/mo by tier | Yes |
| Brand voice grounding | Yes - brand kits | Yes - brand book | Yes |
| Brand truth profile | No - brand names and domains only | Yes - brand book | Yes |
| Internal linking placement | No - listed as coming soon | Yes - from sitemap | Yes |
| Featured image generation | No | Not published | Yes |
| FAQ generation with schema export | No | Partial - FAQ yes, schema not stated | Yes - HTML and JSON-LD |
| Key points extraction | No | Not published | Yes - pushable into the live pag |
| AI-tell removal pass | Separate free tool, not in product | No | Yes - paid, toggleable |
| Artifact library | Partial - saved documents | Yes - Contents page, tags + status | Yes |
| Export formats | CSV, PDF; API, Looker | PDF, CSV | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - editor + version history | Yes - editor + optimization | Yes |
| Deploy directly to CMS | No | Partial - Shopify products only | Yes |
| Content repurposing / audio | |||
| Turn any page into audio | No | No | Yes - URL, pasted text or file |
| Two-voice conversation format | No | No | Yes |
| Voices | 0 | 0 | 30 |
| Languages | 0 | 0 | 24 |
| Length options | n/a | n/a | Short, standard, deep dive |
| Embeddable audio player | No | No | Yes |
| Player theming and layout | No | No | Yes - theme, layout, accent, title, transcript |
| White-label audio attribution | No | No | Yes - agency plans |
| Attribution backlink to agency | No | No | Yes - real link in page HTML |
| Listening analytics | No | No | Yes - plays, completion, listen time |
| BYOK audio generation | No | No | Yes |
| Site crawl & monitoring | |||
| Automatic site discovery | Yes - own crawler + sitemap | Yes - sitemap detection | Yes |
| Scheduled full-site crawl | Yes - 100k–5M pages/mo by plan | Partial - periodic re-scans | Yes - weekly or on demand |
| Monitored page management | Yes | Partial - Pages tables, not managed | Yes |
| Batched change digests | Partial - crawl comparison + email alerts | Yes - weekly + monthly email | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Partial - page and content change data | Not published | Yes |
| Entity & knowledge graph | |||
| Site-wide entity graph | No | No - brand book is a profile | Yes |
| Inferred relationships | No | No | Yes |
| Salience scoring | No | No | Yes |
| Graph readable by AI agent | No | No | Yes |
| Graph export | No | No | Yes - CSV and PDF |
| Automation & workflows | |||
| Visibility-threshold triggers | No | No - notifications only | Yes - mentions or citations, all or one topic |
| Pre-built recovery recipe | No | No | Yes - detect, locate, audit, stage a fix |
| Conditional branching | No | No | Partial - branches on whether a matching page exists |
| Scheduled content cadence | No | Partial - weekly brief emails | Yes - daily to monthly |
| Workflow reports | No | No | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | No | No | Yes |
| Native OS notifications | No | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | No | Not published | Yes - per project |
| Email digest | Partial - web mentions and rankings, not AI | Yes - weekly + monthly | Yes |
| Teams & workspaces | |||
| Seats included | 1 | 1 / 3 / 10+ | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | $40–$80/mo | Not published | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - shared checks and credits | Yes - pooled per team | Yes |
| Per-member usage visibility | Partial - per-user credit usage | Not published | Yes |
| Multi-project workspaces | Yes | Yes - teams + projects | Yes |
| Projects included | 5 / 20 / 50 / 100 | 1 / 3 / 5+ domains | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Not published | Partial - prompts archive, not projects | Yes |
| Per-project API keys | No - account-level | Not published | Yes - rotatable |
| SSO / SAML | Enterprise only | Not published | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No - stated policy | Beta since Mar 2026 | Yes - visibility report and audit |
| Custom logo, color and link | No | Partial - beta, theme control | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | No | No | Yes - four tiers |
| Client sub-accounts | No - projects and seats only | Partial - projects, no client portal | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | Yes | Yes - OAuth, credentials stay on device |
| Google Analytics | Partial - GA4 import into their analytics | Yes - GA4 | Roadmap |
| MCP connector support | Yes - hosted server, $129+ | Yes - own MCP + Ahrefs MCP | Partial - Webflow connects over MCP |
| Public API | Yes - $129+, unit-metered | Not published | No - project keys for own plugins only |
| Slack | No | No | No |
| Zapier | No | No | No |
| Custom connection support | Yes - API and data connector | No - feature request form | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 12 | 4 - EN, DE, ES, TR | 6 |
| Troubleshooting and recovery tools | No | Partial - reconnect + crash screens | Yes |
| In-app help agent | Partial - live chat with support | No - docs + support tickets | Yes |
| Done-for-you service available | No - partner agency directory | Yes - Enterprise audit + consult | Yes |
| Team | |||
| Founders have SEO backgrounds | Yes. | Partial. Heavier performance marketing background. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
Ahrefs Brand Radar suits teams that need a browser-based platform, a large search-backed prompt index, API access, or SOC 2 Type 2 and ISO 27001 certification. Visby AI suits teams that focus on Shopify product content and want its built-in GEO tasks, site scans, and scheduled reports.
Hi, Moose fits small teams and agencies that need to track AI visibility, act on findings, and verify the result in one tool. It tracks 10 engines, including ChatGPT, Claude, Gemini, Google AI Mode, Google AI Overviews, Grok, Bing Copilot, Perplexity, DeepSeek, and Meta AI. Users can run checks on demand, schedule them multiple times a day, select models per prompt, and track prompts without a hard cap.
Its pricing gives buyers more control over AI costs. Hi, Moose offers a free-forever plan with no card required, unlimited local daily runs, and five engines available for free daily checks. Paid plans start at $39 per month with an OpenRouter key, or $79 per month with AI included. The BYOK option can reduce the vendor AI cost to $0, while the published AI credit rate card and in-app pace warnings make usage easier to track.
Hi, Moose also goes beyond measurement. It captures AI Mode grounding queries, checks AI crawler access, scores pages across nine AEO categories, and labels recommendations as proven, directional, or best-practice. It can prepare element-level edits, run a second-model QA pass, compare verification audits against a baseline, and keep every publish action behind an approval gate.
The desktop design will not suit buyers who need a browser-only SaaS tool. For teams that value local-first storage, on-device AI models, full local backups, and Windows or macOS support, it provides a distinct option. Agencies can also use its dedicated agency tiers, white-label visibility and audit reports, and WordPress staging, rollback, and patch history tools.
For most SMB SEO teams and agencies, Hi, Moose offers the broader path from AI visibility data to approved site changes at a lower entry price than Ahrefs Brand Radar’s $199 monthly add-on.
Sources and research date
Researched August 2026
Every value comes from vendor pricing pages, public docs or a live account. Where a vendor does not publish a number, the cell says not published instead of an estimate. Plans change often. If a row is wrong, tell us and we will date the correction.
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