AI visibility tools, head to head
Visby AI vs Searchable
Pricing, features and differences, researched August 2026.
Visby AI and Searchable both help teams track brand visibility across AI search tools, but they package the work differently. Visby AI focuses on cross-platform prompt tracking, visibility gaps, and personalized GEO tasks. Searchable combines prompt and citation tracking with competitor analysis, sentiment data, technical audits, and content recommendations. Teams often compare them when they need to move from monitoring AI mentions to improving them. The main differences fall under AI platform coverage, prompt and citation data, competitor and sentiment analysis, technical SEO checks, content guidance, and the type of actions each platform recommends.
At a glance
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
Searchable
Pick it if you need high article volume with agency tiers, though the published plans cover 3 of its 9 engines.
- Entry price
- $125/mo
- Tracked prompts
- 100–1,250
- Free trial
- 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 | Visby AI | Searchable | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - trial + free audit tool | No - 14-day trial only | 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 | $79/mo | $125/mo | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | No - monthly only | Yes - 20% | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Tiered: prompts + domains + seats | Per prompt + article/audit caps | Flat plan with monthly AI credit balance, or BYOK |
| Bring your own API key | No - on roadmap | No | Yes - OpenRouter |
| Can run with $0 AI cost to vendor | No | No | Yes |
| Usage metered in one transparent unit | No - prompt, answer, article caps | No - separate prompt, answer, article, audit caps | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - limits/usage in Settings | Partial - plan limits on billing page | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - no named agency tier | Yes - 4 tiers | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - referral program | Yes - recurring commission, agency partners | Yes |
| Annual contract required | No | No | No |
| Free trial length | Not published - 3rd party says 14 days | 14 days | n/a - free plan, no expiry |
| Paid plans pricing range | $79–$199/mo + custom Enterprise | $125–$999+/mo + custom | $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 | Not published - CSV/PDF while active | CSV + API anytime | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | Not published | Not published | Pending |
| ISO certification | Not published | Not published | No |
| Local backup and restore | No | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 3 - pick 3 of 4 on pricing page | 9 listed; 3 on published plans | 10; 5 of them also collected locally |
| Real consumer-surface capture | Not published | Not published | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes | Yes | Yes |
| Claude | Yes | Enterprise / custom | Yes |
| Gemini | Yes | Enterprise / custom | Yes |
| Google AI Mode | No - roadmap, under review | Enterprise / custom | Yes |
| Google AI Overviews | Disputed - priced, roadmap says planned | Yes | Yes |
| Grok | No | Enterprise / custom | Yes |
| Bing Copilot | No - referral traffic only | Enterprise / custom | Yes |
| DeepSeek | No | Enterprise / custom | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 15 / 90 / 250+ | 100–1,250 | No hard limit on any plan |
| Samples per prompt configurable | No - 1 per engine per month | No - monthly answer cap by plan | Yes |
| Run cadence options | ~30 days, not adjustable | Daily; weekly on custom | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Not published | Yes - save and run | Yes |
| Instant one-off check | Partial - free audit is site, not prompt | No | Yes |
| Prompt manager | Yes - tags, archive, CSV import | Yes - CSV import, 1,000 per upload | Yes |
| Branded vs non-branded classification | Partial - funnel stage + intent | Yes | Yes |
| Prompt categories and topics | Yes - tags + funnel stage | Yes - topics + tags | Yes |
| Per-prompt model selection | Not published | No - set per project | Yes |
| Brand name variant support | Not published | Yes | Yes - secondary brand terms |
| Brand multi-domain support | No - 1 domain per project | Yes - unlimited domains | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No - suggested from site scan | Not published | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - gap analysis module | Partial - AI-suggested review queue | Yes |
| Perplexity | No - roadmap, under review | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes - domain, page, competitor | Yes - inline citations and sources split | Yes - domain and page level |
| Sentiment scoring | Yes - prompts + reviews | Yes - 0–100 + trend | Yes |
| Average position / rank | No - roadmap, under review | Yes | Yes |
| Share of Voice | Yes | Yes | Yes |
| Share of Mentions | Partial - visibility score | Yes | Yes |
| Share of Citations | Partial - citations by domain | Yes - citation share by domain | Yes |
| Narrative drift detection | No | Partial - sentiment trend + observed brand facts | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | Partial - brand facts marked pass/fail | Yes |
| Untracked brand extraction | Yes - detected brands, promotable | Yes | Yes - with sentiment and average rank |
| Cited source categorization | Partial - domain and page only | Yes - source types + 11 content types | Yes - 8 source types |
| Topic-level breakdown | Partial - funnel stage + tags | Yes - plus topic × engine heatmap | Yes |
| Engine-level breakdown | Yes | Yes | Yes |
| Competitor tracking | Yes - direct, indirect, companion | Yes - plus view-as-competitor mode | Yes - or promote any brand seen in results |
| Competitors included | Not published | Not published | 15 |
| Visibility gap analysis | Yes | Yes - source and topic gaps | Yes |
| ChatGPT fan-out capture | No | Yes | Yes |
| AI Mode grounding queries capture | No | Partial - fanout per model, engine not named | Yes - the live grounding searches |
| Bing Index probe | No - Bing Webmaster traffic only | No | Yes |
| AI crawler access check | No - roadmap, under review | Yes - plus crawler log analytics | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | Not published | Partial - agent answers on request | Yes |
| Data export | Yes - CSV, PDF | Yes - CSV, API, Looker Studio | Yes - CSV |
| Branded PDF report | Beta since Mar 2026 | No - shareable web report; PDF not shipped | Yes |
| Scheduled email reports | Yes - weekly + monthly | Not published | Yes - paid, per-user opt-in |
| Action log with export | Partial - Kanban board, no export | Partial - task list, export to Linear | Yes - CSV on paid managed plans |
| Historical data retention | Not published - monthly data points | 3–12 months; unlimited on top tiers | 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 | Partial - deploy on Shopify only | Partial - fixes are tasks, not deployed edits | Yes |
| Page-level AEO audit | Yes - site scan + free tool | Yes | Yes |
| Scored categories | 5 - SEO, GEO, content, review, speed | 3 scores, 15 weighted factors | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No - impact priority only | No - impact and severity only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - Shopify product copy | No - issue list with code examples | 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 | Sitemap crawl; GA, GSC, Bing, Ahrefs | Live URL only | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - task validation, re-scans | Yes - re-audit and compare scores | Yes - compares against the baseline |
| Recommendation status tracking | Yes - Kanban + assignees | Yes - in progress / resolved, assignable | Yes - planned, staged, completed |
| Visibility data sets page priority | Yes | Partial - per-URL citation rollup | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC data on dashboard | Partial - GSC data available, $125+ | Yes - protect, balanced or expand |
| Branded audit PDF | Beta - white-label reporting | No - export not shipped | Yes |
| CMS integration & publishing | |||
| WordPress | No - roadmap, under review | Export only - plugin is log forwarding | 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 | Yes - product content only | No - planned | On roadmap |
| Surgical element-level edits to live page | Partial - Shopify products only | No | Yes |
| Preview before applying | Yes - Shopify pending review | No - review in editor before export | Yes |
| Staging environment support | No | No | Yes - WordPress, with promote to production |
| One-click rollback | Not published | No | Yes - WordPress |
| Patch history per site | Not published | No | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | No - recommends only | No - schema inside generated content only | Yes - FAQPage schema |
| Publish approval gate | Yes - Shopify only | n/a - never publishes on its own | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | No - two agentic items on roadmap | Partial - in-app agent over workspace data | Yes - plans and executes against the live web |
| Fixed-workflow automation only | Yes - scheduled scans, auto tasks | 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 - multi-turn chat only | Yes - talk to any agent mid-job |
| Background execution | Partial - scheduled scans only | Not published | Yes - with notify on completion |
| Approval gate before real-world actions | Yes - Shopify only | Yes - write actions need confirmation | Yes |
| Long-running deep work jobs | No | No | Yes |
| Scheduled agent jobs | No - scheduled refresh, not jobs | No | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | Partial - briefs and articles | Yes - articles, prompts, reports | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - stores AI answers | Partial - cites the data behind each answer | Yes - screenshots and captured proof |
| Searchable job history | No | Partial - saved chat history | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | No - MCP for outside clients | Yes | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | n/a - no in-app chat | Not disclosed | 27 hosted + 3 local; any model on BYOK |
| Chat memory across conversations | No | Partial - saved chats, context per chat | Yes - semantic search over past chats |
| Live web search | No | Not published | Yes |
| Fetch and read URLs | Partial - audits URL or sitemap | Partial - cached cited pages | Yes |
| Semantic search over your own site | No | Partial - sitemap pages and audit data | Yes - on-device index |
| Topic coverage check | Yes - gap analysis | Yes - topic and citation gaps | 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 | Partial - custom tools on custom plans | Yes - plus 6 presets |
| Image generation | Not published | Not published | Yes |
| Content generation | |||
| Research-backed briefs | Yes - from gaps + SERP analysis | Yes - reviewable outline step | Yes |
| Live SERP / PAA research | Yes - SERP analysis module | Partial - competitor and fanout research | Yes - plus related searches and AI search snapshots |
| Full draft generation | Yes - 2–25 articles/mo by tier | Yes - 20–200 articles/mo by plan | Yes |
| Brand voice grounding | Yes - brand book | Yes - knowledge base | Yes |
| Brand truth profile | Yes - brand book | Partial - brand profile + observed facts | Yes |
| Internal linking placement | Yes - from sitemap | Partial - suggestions, not inserted | Yes |
| Featured image generation | Not published | Not published | Yes |
| FAQ generation with schema export | Partial - FAQ yes, schema not stated | Partial - FAQ schema inside articles | 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 - Contents page, tags + status | Yes - content list | Yes |
| Export formats | PDF, CSV | Markdown; WordPress, Sanity, Contentful | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - editor + optimization | Yes - editor + agent | Yes |
| Deploy directly to CMS | Partial - Shopify products only | Partial - export with field mapping | 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 - sitemap detection | Yes - sitemap sync | Yes |
| Scheduled full-site crawl | Partial - periodic re-scans | Partial - audits capped at 200–3,000 pages/mo | Yes - weekly or on demand |
| Monitored page management | Partial - Pages tables, not managed | Yes | Yes |
| Batched change digests | Yes - weekly + monthly email | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Not published | Partial - audit history per page | Yes |
| Entity & knowledge graph | |||
| Site-wide entity graph | No - brand book is a profile | No | Yes |
| Inferred relationships | No | No | Yes |
| Salience scoring | No | No | Yes |
| Graph readable by AI agent | No | No - brand profile only | Yes |
| Graph export | No | No | Yes - CSV and PDF |
| Automation & workflows | |||
| Visibility-threshold triggers | No - notifications only | No | Yes - mentions or citations, all or one topic |
| Pre-built recovery recipe | No | Partial - diagnostic recipes in docs | Yes - detect, locate, audit, stage a fix |
| Conditional branching | No | No | Partial - branches on whether a matching page exists |
| Scheduled content cadence | Partial - weekly brief emails | Partial - content calendar | Yes - daily to monthly |
| Workflow reports | No | No | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | No | Partial - prioritised opportunity list | Yes |
| Native OS notifications | No | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Not published | No | Yes - per project |
| Email digest | Yes - weekly + monthly | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 1 / 3 / 10+ | Unlimited | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | Not published | $0 | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - pooled per team | Yes | Yes |
| Per-member usage visibility | Not published | No | Yes |
| Multi-project workspaces | Yes - teams + projects | Yes | Yes |
| Projects included | 1 / 3 / 5+ domains | 1–10; unlimited on top tiers | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Partial - prompts archive, not projects | Not published | Yes |
| Per-project API keys | Not published | Partial - keys can be bound to one project | Yes - rotatable |
| SSO / SAML | Not published | Custom plans only | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | Beta since Mar 2026 | No - white-label web reports, $400+ | Yes - visibility report and audit |
| Custom logo, color and link | Partial - beta, theme control | Partial - report branding; full platform white-label unreleased | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | No | Yes - 4 tiers, from $250/mo | Yes - four tiers |
| Client sub-accounts | Partial - projects, no client portal | Yes - client workspaces + pitch projects | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | Yes - $125+ | Yes - OAuth, credentials stay on device |
| Google Analytics | Yes - GA4 | Yes - GA4, $125+ | Roadmap |
| MCP connector support | Yes - own MCP + Ahrefs MCP | Yes - 30+ read tools | Partial - Webflow connects over MCP |
| Public API | Not published | Yes - higher tiers, 600 req/min | No - project keys for own plugins only |
| Slack | No | No - support community only | No |
| Zapier | No | Custom plans only | No |
| Custom connection support | No - feature request form | Yes - log ingest + REST | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 4 - EN, DE, ES, TR | 1 (English) | 6 |
| Troubleshooting and recovery tools | Partial - reconnect + crash screens | No | Yes |
| In-app help agent | No - docs + support tickets | Yes | Yes |
| Done-for-you service available | Yes - Enterprise audit + consult | No - training cohorts + partner agencies | Yes |
| Team | |||
| Founders have SEO backgrounds | Partial. Heavier performance marketing background. | Yes. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
Visby AI and Searchable both cover core AI visibility tracking. Visby AI may suit teams that want a browser-based tool with Shopify product content support. Searchable may suit larger teams that need unlimited seats, client workspaces, a public API, or Looker Studio exports.
Hi, Moose fits buyers who want to track visibility and act on it in the same tool at a lower entry price. Its free plan needs no card, and paid plans start at $39 per month with BYOK. Users can run five engines daily for free, use OpenRouter keys, and see usage through one AI-credit balance with a published rate card.
The desktop, local-first setup also gives Hi, Moose a distinct fit for teams that want data stored on their own device. It supports local models, on-device AI inference, local backups, and exports in CSV, PDF, DOCX, and other formats. Engine checks still need the web, but stored data and local models can work offline.
For AEO work, Hi, Moose covers tracking, audits, fixes, verification, and approved publishing. It tracks 10 engines, including Google AI Mode, AI Overviews, ChatGPT, Claude, Gemini, Grok, Bing Copilot, DeepSeek, Meta AI, and Perplexity. It also captures AI Mode grounding queries, checks AI crawler access, scores retrieval readiness, and can stage element-level WordPress edits with previews, rollback, and approval gates.
Agencies and content teams may also value its built-in content briefs, CMS connections for WordPress, Webflow, and Grav, white-label reports, and audio repurposing tools. Hi, Moose does not offer browser access, client logins, a public API, or Google Analytics support today. Buyers who need those features should weigh Searchable or Visby AI accordingly.
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.
Checked for this pair