AI visibility tools, head to head
Profound vs Bluefish AI
Pricing, features and differences, researched August 2026.
Profound and Bluefish AI both help large brands measure and improve their presence in AI search tools, including ChatGPT, Google AI Overviews, Perplexity, and Claude. Teams often compare them when they need a single platform for tracking AI visibility while also turning those findings into content, search, or commerce work. The main differences fall into platform focus, data sources, workflow tools, and intended users. Profound combines AI visibility and citation data with consumer prompt data, crawler analytics, referral analytics, and automated content workflows. Bluefish AI centers on how AI systems represent a brand, with GEO optimization, brand-accuracy monitoring, and agentic commerce tools for enterprise marketing, search, content, and commerce teams.
At a glance
Profound
Pick it if you are buying for a large team, and check the prompt allowance first, because the entry plan tracks 50.
- Entry price
- $99/mo, billed yearly
- Tracked prompts
- 50 / 100; custom on Enterprise
- Free trial
- 7 days (Growth)
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 | Profound | Bluefish AI | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - free one-off AEO Report only | 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 | $99/mo, billed yearly | 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 prompt + Agent credits | 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 - credits meter Agents only | No - no published unit | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - credit admin panel | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | Yes - Agency Mode, 2 tiers | No | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Partner program - referral commissions | No | Yes |
| Annual contract required | Yes on both self-serve tiers | Not published - annual reported | No |
| Free trial length | 7 days (Growth) | None - closed pilot only | n/a - free plan, no expiry |
| Paid plans pricing range | $99–$399/mo + custom Enterprise | Not published; $150k–$500k/yr estimated | $39–$1,999/mo |
| Deployment, privacy & data ownership | |||
| Native desktop app | No | 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/JSON, Growth and up | Not published - export tier-gated | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | SOC 2 Type II | Not certified - audit in progress | Pending |
| ISO certification | Not published | Not published | No |
| Local backup and restore | No - vendor-side daily backups | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 9 total; 1 on Starter, 3 on Growth | 5 named; plus Amazon Rufus | 10; 5 of them also collected locally |
| Real consumer-surface capture | Yes - browser capture, not API | Not published | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes - all plans | Yes | Yes |
| Claude | Enterprise only | Yes - depth questioned in reviews | Yes |
| Gemini | Enterprise only | Partial - named only as "Google AI" | Yes |
| Google AI Mode | Enterprise only | Not published | Yes |
| Google AI Overviews | Growth and up | Yes | Yes |
| Grok | Enterprise only | No | Yes |
| Bing Copilot | Enterprise only | Third-party reports only | Yes |
| DeepSeek | Enterprise only | No | Yes |
| Meta AI | No | Named in 2025, not since | Yes |
| Tracked prompts included | 50 / 100; custom on Enterprise | Not published | No hard limit on any plan |
| Samples per prompt configurable | No - response cap set by plan | Not published | Yes |
| Run cadence options | Daily only | Not published - daily reported | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | No | Not published | Yes |
| Instant one-off check | Free AEO Report, 3 engines | No - no free tool | Yes |
| Prompt manager | Yes - edit, add, disable | Yes - you supply the prompts | Yes |
| Branded vs non-branded classification | Not published | Not published | Yes |
| Prompt categories and topics | Yes - topics + content clusters | Yes - topics and audience segments | Yes |
| Per-prompt model selection | No - set per config | Not published | Yes |
| Brand name variant support | Yes - asset configuration | Not published | Yes - secondary brand terms |
| Brand multi-domain support | Yes - unlimited domains | Not published - priced per brand | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No - GSC is reporting only | No | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - from Prompt Volumes + brand config | Partial - method not published | Yes |
| Perplexity | Growth and up | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes - citation share + authority | Yes - source-level scoring | Yes - domain and page level |
| Sentiment scoring | Yes | Yes | Yes |
| Average position / rank | Yes | Yes | Yes |
| Share of Voice | Yes | Yes | Yes |
| Share of Mentions | Yes - "Visibility Score" | Yes | Yes |
| Share of Citations | Yes - "Citation Share" | Yes | Yes |
| Narrative drift detection | Partial - sentiment + keyword themes | Yes - narrative tracking | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | Yes - FactCheck vs ground truth | Yes - claims vs first-party facts | Yes |
| Untracked brand extraction | Yes | Not published | Yes - with sentiment and average rank |
| Cited source categorization | Partial - domain ranking, 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 | Yes | Yes - or promote any brand seen in results |
| Competitors included | Per configuration, not published | Not published | 15 |
| Visibility gap analysis | Yes - Opportunities, Growth and up | Yes - narrative and source gaps | Yes |
| ChatGPT fan-out capture | Not published | 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 - log-based, not robots check | No | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | Partial - Aim, Enterprise only | Not published | Yes |
| Data export | Yes - CSV, JSON, API, Looker | Partial - CSV and API, tier-gated | Yes - CSV |
| Branded PDF report | No | No | Yes |
| Scheduled email reports | Partial - Slack/Teams alerts | Partial - ranked alerts | Yes - paid, per-user opt-in |
| Action log with export | Partial - Aim project tracking | No | Yes - CSV on paid managed plans |
| Historical data retention | All time | 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 | Yes - via Agents + Aim | No - no page fix or deploy step | Yes |
| Page-level AEO audit | No - no scored page audit | No | Yes |
| Scored categories | 0 | 0 | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No | No - impact ranking only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | No - full-page rewrite only | No - content guidance only | Yes - element, character budget, before and after |
| Second-model QA pass | No - human approval step | 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 | n/a - no page audit | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - Aim impact tracking | Partial - campaign-level measurement | Yes - compares against the baseline |
| Recommendation status tracking | Yes - Aim projects and tasks | Partial - ranked recommendation queue | Yes - planned, staged, completed |
| Visibility data sets page priority | Yes | Yes - source impact scoring | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC integration | No | Yes - protect, balanced or expand |
| Branded audit PDF | No | n/a - no page audit | Yes |
| CMS integration & publishing | |||
| WordPress | Yes - publish via Agents | No | Yes - official plugin, production and staging |
| Webflow | Yes | No | Yes - OAuth MCP, pages and collection items |
| Framer | Yes | No | On roadmap |
| Grav | No | No | Yes - official plugin |
| Shopify | Log ingestion only, no publishing | No - product feeds, not the CMS | On roadmap |
| Surgical element-level edits to live page | No - publishes whole content | No | Yes |
| Preview before applying | Yes - approval step | 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 | Not published | No | Yes - FAQPage schema |
| Publish approval gate | Yes - human-in-the-loop | n/a - never publishes to your site | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | Yes - Aim, Enterprise only | No - despite the naming | Yes - plans and executes against the live web |
| Fixed-workflow automation only | Agents are node-graph workflows | No workflow builder either | No - workflows exist alongside the agent |
| Agents can run on local model at zero cost | No - credit-metered | No | Yes |
| Multi-agent panel | No - Aim spawns sub-agents | No | Yes - two extra agents, paid plans |
| Live browser view | No | No | Yes |
| Take control mid-run | No | No | Yes |
| Steer agent while running | Partial - chat with Aim | No | Yes - talk to any agent mid-job |
| Background execution | Yes - Aim runs continuously | No | Yes - with notify on completion |
| Approval gate before real-world actions | Yes - before publishing | n/a - takes no actions | Yes |
| Long-running deep work jobs | Partial - Aim projects | No | Yes |
| Scheduled agent jobs | Yes - scheduled Agent runs | No - scheduled prompt runs only | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | Yes - Documents and Sheets | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - cited data in briefs | Partial - stored AI responses | Yes - screenshots and captured proof |
| Searchable job history | Yes - run history | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | Yes - Aim, Enterprise only | No | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | Not disclosed; 16 in Agent research | n/a | 27 hosted + 3 local; any model on BYOK |
| Chat memory across conversations | Partial - project context | No | Yes - semantic search over past chats |
| Live web search | Yes - Exa, Firecrawl, Perplexity nodes | No | Yes |
| Fetch and read URLs | Yes - web scrape node | Partial - ingests your own content | Yes |
| Semantic search over your own site | Partial - knowledge base, sitemap | No | Yes - on-device index |
| Topic coverage check | Yes - content gap vs sitemap | Partial - narrative gap reports | Yes - covered, partial or not covered |
| File attachments | Partial - Google Drive, knowledge base | 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 | Yes - Skills + custom Agents | No | Yes - plus 6 presets |
| Image generation | Not published | No | Yes |
| Content generation | |||
| Research-backed briefs | Yes - Aim execution briefs | No | Yes |
| Live SERP / PAA research | Partial - DataForSEO, Perplexity nodes | No | Yes - plus related searches and AI search snapshots |
| Full draft generation | Yes | No | Yes |
| Brand voice grounding | Yes - Brand Kit | Partial - brand facts, no generation | Yes |
| Brand truth profile | Partial - Brand Kit + FactCheck | Yes - verified brand fact library | Yes |
| Internal linking placement | Not published | No | Yes |
| Featured image generation | Not published | No | Yes |
| FAQ generation with schema export | Yes - AEO FAQ template | No | Yes - HTML and JSON-LD |
| Key points extraction | Not published | No | Yes - pushable into the live pag |
| AI-tell removal pass | No | No | Yes - paid, toggleable |
| Artifact library | Yes - Documents | No | Yes |
| Export formats | CSV, JSON; CMS publish | CSV, API | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - Documents editor | No | Yes |
| Deploy directly to CMS | Yes - 10 CMS connectors | 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 | Partial - sitemap read by Aim | No | Yes |
| Scheduled full-site crawl | No - reads AI bot logs, not your site | No | Yes - weekly or on demand |
| Monitored page management | No | Partial - content you submit, not crawled | Yes |
| Batched change digests | No | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Partial - content decay signals | 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 | Partial - Aim surfaces, doesn't fire | Partial - risk and inaccuracy alerts | Yes - mentions or citations, all or one topic |
| Pre-built recovery recipe | Yes - Content Refresh template | No | Yes - detect, locate, audit, stage a fix |
| Conditional branching | Yes - node-graph builder | No | Partial - branches on whether a matching page exists |
| Scheduled content cadence | Yes - scheduled Agent runs | No | Yes - daily to monthly |
| Workflow reports | Yes - run logs + Aim reports | Partial - daily ranked recommendations | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | Partial - Aim opportunity feed | Partial - notification feed | Yes |
| Native OS notifications | No - web only | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Not published | Partial - severity-scored, not user-set | Yes - per project |
| Email digest | Partial - Slack/Teams integrations | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 1 / 3 / custom | Not published - per seat | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | Not published - upgrade tier | Not published | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - shared credit pool | n/a - no published allowance | Yes |
| Per-member usage visibility | Partial - admin usage panel | Not published | Yes |
| Multi-project workspaces | Enterprise / Agency Mode only | Partial - per brand, priced separately | Yes |
| Projects included | 1 workspace; multi on Enterprise | Not published - priced per brand | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Agency Mode only | Not published | Yes |
| Per-project API keys | No - org-level, Enterprise | Not published | Yes - rotatable |
| SSO / SAML | Enterprise only | Partial - Google Workspace reported | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No | 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 | Yes - Agency Growth + Enterprise | No | Yes - four tiers |
| Client sub-accounts | Yes - client + pitch workspaces | No | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | Not published | Yes - OAuth, credentials stay on device |
| Google Analytics | Yes - plus Adobe Analytics | Not published - GA4 reported | Roadmap |
| MCP connector support | Yes - hosted server + Claude connector | No | Partial - Webflow connects over MCP |
| Public API | Enterprise only | Partial - no public docs, tier-gated | No - project keys for own plugins only |
| Slack | Yes - plus Microsoft Teams | Not published - reported | No |
| Zapier | No - 40+ native connectors | No | No |
| Custom connection support | Yes - custom log drain + API nodes | Partial - brand data feeds, undocumented | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 1 (English); tracks 30+ | 1 (English) | 6 |
| Troubleshooting and recovery tools | No - status page only | No | Yes |
| In-app help agent | Yes - Aim assistant | No | Yes |
| Done-for-you service available | Partner agency directory | Yes - managed onboarding and advisory | Yes |
| Team | |||
| Founders have SEO backgrounds | No. James Cadwallader and Dylan Babbs, a design engineer who previously worked on maps and location services at Uber; neither founder came from a search or marketing background. | 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
Profound suits enterprise teams that need SOC 2 Type II certification, a browser-based platform, a public API, Slack or Teams connections, and advanced agency workspaces. Its Enterprise tier also offers Claude, Gemini, Google AI Mode, and agentic Aim features. Bluefish AI may fit large brands that want managed onboarding and advisory support, although it does not publish standard pricing or many product limits.
Hi, Moose fits small and mid-sized businesses and agencies that need clear costs and direct control. It offers a free forever plan with no card, unlimited local daily visibility runs, and five engines that users can run daily at no vendor AI cost. Paid plans start at $39 per month with OpenRouter BYOK, or $79 per month with AI included. Hi, Moose also publishes an AI credit rate card and shows usage, reset dates, and pace warnings in the app.
The desktop model gives Hi, Moose a different privacy and ownership approach. It stores data in a local database on the user’s device, supports local backups, and can run three local model sizes. Teams that need a browser-based SaaS tool should factor that in, since Hi, Moose does not offer a browser app.
For teams that need to move from tracking to page changes, Hi, Moose covers the full track, fix, verify, and deploy loop. It tracks 10 engines, includes no hard prompt cap, supports on-demand checks and multiple run schedules, and captures Google AI Mode grounding queries. Its page audit scores nine categories, gives element-level rewrite suggestions with evidence tiers, and compares verification runs against a baseline. WordPress users can preview surgical edits, use staging, promote changes to production, and roll back published patches.
Hi, Moose also adds tools that neither Profound nor Bluefish AI lists, including site-wide entity graphs, scheduled full-site crawls, page-to-audio conversion, white-label audio players, and branded PDF visibility and audit reports. Founder Sam Morris brings 15+ years of SEO and software engineering experience, which aligns with the product’s focus on practical SEO work. For organizations that need enterprise compliance, broad cloud integrations, or a fully browser-based workflow, Profound may be the stronger choice. For many SMBs and agencies, Hi, Moose offers a wider set of hands-on AEO tools at a lower and more transparent starting cost.
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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