AI visibility tools, head to head
Ahrefs Brand Radar vs Bluefish AI
Pricing, features and differences, researched August 2026.
Ahrefs Brand Radar and Bluefish AI both help teams measure how AI platforms represent their brands, competitors, and products. Buyers often compare them when they need clearer data on brand mentions, citations, and share of voice across tools such as ChatGPT, Google AI, Claude, and Perplexity. The main differences come down to target customer, data sources, workflow, and scope. Ahrefs Brand Radar suits SEO teams, marketers, and agencies that want to connect AI visibility with search, YouTube, Reddit, and TikTok data. Bluefish AI targets enterprise marketing, content, search, and commerce teams that need AI visibility tracking alongside brand-accuracy monitoring, GEO optimization, and agentic commerce tools.
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
Bluefish AI
Pick it if you can run an enterprise procurement cycle, because nothing is published: no price, no prompt count, and access is a closed pilot.
- Entry price
- Not published - quote only
- Tracked prompts
- Not published
- Free trial
- None - closed pilot only
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 | Bluefish AI | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | Free account, no AI visibility | No | 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 | Not published - quote only | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 2 months free | Not published | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Per engine index + prompt checks | Custom contract; per brand and seat | Flat plan with monthly AI credit balance, or BYOK |
| Bring your own API key | No | No | 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 - no published unit | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - limits and usage page | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - agency directory listing only | No | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | No - discontinued | No | Yes |
| Annual contract required | No - Enterprise annual only | Not published - annual reported | No |
| Free trial length | None | None - closed pilot only | n/a - free plan, no expiry |
| Paid plans pricing range | $29–$1,499/mo + $199–$699 add-ons | Not published; $150k–$500k/yr estimated | $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 - export tier-gated | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | SOC 2 Type 2 | Not certified - audit in progress | 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 | 5 named; plus Amazon Rufus | 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 - depth questioned in reviews | Yes |
| Gemini | Yes - $199/mo index | Partial - named only as "Google AI" | Yes |
| Google AI Mode | Yes - $199/mo index | Not published | Yes |
| Google AI Overviews | Yes - $199/mo index | Yes | Yes |
| Grok | Listed, collection paused | No | Yes |
| Bing Copilot | Yes - $199/mo index | Third-party reports only | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | No | Named in 2025, not since | Yes |
| Tracked prompts included | 5–20 prompts; 150–600 checks/mo | Not published | No hard limit on any plan |
| Samples per prompt configurable | No | Not published | Yes |
| Run cadence options | Daily, weekly or monthly | Not published - daily reported | 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 | No - no free tool | Yes |
| Prompt manager | Yes - add, tag, delete | Yes - you supply the prompts | Yes |
| Branded vs non-branded classification | Not published | Not published | Yes |
| Prompt categories and topics | Yes - tags + topic clusters | Yes - topics and audience segments | 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 | Not published - priced per brand | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No | No | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - AI generator from brand focus areas | Partial - method not published | Yes |
| Perplexity | Yes - $199/mo index | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes - string match | Yes | Yes |
| Citation detection | Yes - cited vs found-not-cited | Yes - source-level scoring | Yes - domain and page level |
| Sentiment scoring | No | Yes | Yes |
| Average position / rank | No | Yes | Yes |
| Share of Voice | Yes - impression-weighted | Yes | Yes |
| Share of Mentions | Partial - mention counts per brand | Yes | Yes |
| Share of Citations | Partial - citation counts per domain | Yes | Yes |
| Narrative drift detection | No | Yes - narrative tracking | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | Yes - claims vs first-party facts | Yes |
| Untracked brand extraction | Partial - auto-suggests rivals at setup | Not published | Yes - with sentiment and average rank |
| Cited source categorization | Partial - by domain and page, not typed | Partial - owned vs earned grouping | Yes - 8 source types |
| Topic-level breakdown | Yes | Yes | Yes |
| Engine-level breakdown | Yes | Yes | Yes |
| Competitor tracking | Yes - any brand, no setup wait | Yes | Yes - or promote any brand seen in results |
| Competitors included | Uncapped | Not published | 15 |
| Visibility gap analysis | Yes - topic and citation gaps | Yes - narrative and source gaps | Yes |
| ChatGPT fan-out capture | Yes - ChatGPT and Perplexity | Not published | Yes |
| AI Mode grounding queries capture | No | No | Yes - the live grounding searches |
| Bing Index probe | No | No | Yes |
| AI crawler access check | Partial - bot traffic logs, no robots check | No | 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 | Partial - CSV and API, tier-gated | Yes - CSV |
| Branded PDF report | No - Ahrefs branding, stated policy | No | Yes |
| Scheduled email reports | Partial - report scheduling, $249+ | Partial - ranked alerts | Yes - paid, per-user opt-in |
| Action log with export | No - audit log on Enterprise | No | Yes - CSV on paid managed plans |
| Historical data retention | AI answers from 2025; 6–60 mo by plan | Not published | 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 | No - no page fix or deploy step | Yes |
| Page-level AEO audit | No - technical SEO audit only | No | Yes |
| Scored categories | 0 for AI readiness | 0 | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No - no recommendations | No - impact ranking only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | No | No - content guidance only | Yes - element, character budget, before and after |
| Second-model QA pass | No | No - human review | 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 | n/a - no page audit | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - crawl compare, not AI | Partial - campaign-level measurement | Yes - compares against the baseline |
| Recommendation status tracking | No | Partial - ranked recommendation queue | Yes - planned, staged, completed |
| Visibility data sets page priority | Partial - cited pages report | Yes - source impact scoring | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC data in platform | No | Yes - protect, balanced or expand |
| Branded audit PDF | n/a - no AI page audit | n/a - no page audit | Yes |
| CMS integration & publishing | |||
| WordPress | Plugin for audits, no publishing | No | 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 | No - product feeds, not the CMS | On roadmap |
| Surgical element-level edits to live page | No | No | Yes |
| Preview before applying | No | No | Yes |
| Staging environment support | No | No | Yes - WordPress, with promote to production |
| One-click rollback | No | No | Yes - WordPress |
| Patch history per site | No | No | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | No | No | Yes - FAQPage schema |
| Publish approval gate | n/a - never publishes | n/a - never publishes to your site | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | No - separate product, $99+/mo | No - despite the naming | Yes - plans and executes against the live web |
| Fixed-workflow automation only | No workflow builder either | No workflow builder either | 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 | No | Yes - with notify on completion |
| Approval gate before real-world actions | n/a - takes no actions | n/a - takes no actions | Yes |
| Long-running deep work jobs | No | No | Yes |
| Scheduled agent jobs | No - scheduled prompt checks only | No - scheduled prompt runs only | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | No | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - raw AI answers stored | Partial - stored AI responses | 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 | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | n/a | n/a | 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 - ingests your own content | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Partial - topic score vs top pages | Partial - narrative gap reports | Yes - covered, partial or not covered |
| File attachments | No | Partial - brand documents ingested | 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 | No | Yes |
| Content generation | |||
| Research-backed briefs | Partial - topics and headings from top pages | No | Yes |
| Live SERP / PAA research | Yes - separate $99/mo add-on | No | Yes - plus related searches and AI search snapshots |
| Full draft generation | No - assisted editor, 1 doc/mo free | No | Yes |
| Brand voice grounding | Yes - brand kits | Partial - brand facts, no generation | Yes |
| Brand truth profile | No - brand names and domains only | Yes - verified brand fact library | Yes |
| Internal linking placement | No - listed as coming soon | No | Yes |
| Featured image generation | No | No | Yes |
| FAQ generation with schema export | No | No | Yes - HTML and JSON-LD |
| Key points extraction | No | No | 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 | No | Yes |
| Export formats | CSV, PDF; API, Looker | CSV, API | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - editor + version history | No | Yes |
| Deploy directly to CMS | No | No | 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 | No | Yes |
| Scheduled full-site crawl | Yes - 100k–5M pages/mo by plan | No | Yes - weekly or on demand |
| Monitored page management | Yes | Partial - content you submit, not crawled | Yes |
| Batched change digests | Partial - crawl comparison + email alerts | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Partial - page and content change data | No | Yes |
| Entity & knowledge graph | |||
| Site-wide entity graph | No | No - structured brand data only | Yes |
| Inferred relationships | No | No | Yes |
| Salience scoring | No | No | Yes |
| Graph readable by AI agent | No | Partial - brand data sent to LLM providers | Yes |
| Graph export | No | No | Yes - CSV and PDF |
| Automation & workflows | |||
| Visibility-threshold triggers | No | Partial - risk and inaccuracy alerts | 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 | No | Yes - daily to monthly |
| Workflow reports | No | Partial - daily ranked recommendations | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | No | Partial - notification feed | Yes |
| Native OS notifications | No | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | No | Partial - severity-scored, not user-set | Yes - per project |
| Email digest | Partial - web mentions and rankings, not AI | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 1 | Not published - per seat | 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 | n/a - no published allowance | Yes |
| Per-member usage visibility | Partial - per-user credit usage | Not published | Yes |
| Multi-project workspaces | Yes | Partial - per brand, priced separately | Yes |
| Projects included | 5 / 20 / 50 / 100 | Not published - priced per brand | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Not published | Not published | Yes |
| Per-project API keys | No - account-level | Not published | Yes - rotatable |
| SSO / SAML | Enterprise only | Partial - Google Workspace reported | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No - stated policy | No | Yes - visibility report and audit |
| Custom logo, color and link | No | No | 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 | No | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | Not published | Yes - OAuth, credentials stay on device |
| Google Analytics | Partial - GA4 import into their analytics | Not published - GA4 reported | Roadmap |
| MCP connector support | Yes - hosted server, $129+ | No | Partial - Webflow connects over MCP |
| Public API | Yes - $129+, unit-metered | Partial - no public docs, tier-gated | No - project keys for own plugins only |
| Slack | No | Not published - reported | No |
| Zapier | No | No | No |
| Custom connection support | Yes - API and data connector | Partial - brand data feeds, undocumented | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 12 | 1 (English) | 6 |
| Troubleshooting and recovery tools | No | No | Yes |
| In-app help agent | Partial - live chat with support | No | Yes |
| Done-for-you service available | No - partner agency directory | Yes - managed onboarding and advisory | Yes |
| Team | |||
| Founders have SEO backgrounds | Yes. | No. Founders Alex Sherman, Jing Feng and Andrei Dunca, backgrounds are in advertising technology at PromoteIQ and LiveRail. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
Ahrefs Brand Radar fits teams that want a browser-based platform, a large search-backed prompt index, API access, and SOC 2 Type 2 and ISO 27001 certification. It also supports larger crawl volumes and uncapped competitor tracking. Bluefish AI may suit enterprise teams that need managed onboarding, advisory support, and brand-accuracy monitoring.
Hi, Moose fits small businesses, marketers, and agencies that need visibility tracking and a way to act on the findings. Its free plan has no expiry or card requirement. It also supports unlimited local daily runs across five engines. Paid plans start at $39 per month with OpenRouter BYOK, or $79 per month with AI included.
The product tracks 10 engines, including ChatGPT, Claude, Gemini, Grok, Bing Copilot, DeepSeek, Meta AI, Perplexity, Google AI Mode, and AI Overviews. It adds page-level AEO audits, grounding-query capture, citation analysis, content briefs, drafts, and CMS publishing controls. Teams can stage WordPress changes, preview them, and approve each publish action.
Hi, Moose also takes a different approach to data ownership. The desktop app runs on Windows and macOS, stores its database locally, supports local AI models, and lets users export or back up their work. Agencies get dedicated plans, white-label PDF reports, and white-label audio players.
Choose Ahrefs Brand Radar when enterprise security credentials, cloud access, API connections, or large-scale crawl capacity lead your requirements. Consider Bluefish AI when an enterprise-focused managed service is the priority. For teams that want transparent usage, local control, broad AI visibility coverage, and tools to move from finding a problem to preparing and verifying a fix, Hi, Moose offers the wider working loop.
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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