AI visibility tools, head to head
Visby AI vs AIclicks
Pricing, features and differences, researched August 2026.
Visby AI and AIclicks both help marketing teams track how AI search tools mention their brands, find gaps, and decide what to improve next. Teams often compare them when they need visibility data across tools such as ChatGPT, Claude, and Gemini, but also want clear steps for improving AI search presence. The main differences fall under platform coverage, how each tool collects and reports visibility data, citation and competitor analysis, traffic measurement, and the actions each platform recommends. Visby AI centers on cross-platform prompt tracking, gap analysis, and personalized GEO tasks. AIclicks monitors more than 10 AI surfaces through their live user interfaces, maps citations and competitors, connects visibility with traffic, and prioritizes content and outreach work.
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
AIclicks
Pick it if you want tracking and CMS publishing cheaply, and accept 30 prompts and 3 of its 11 engines at the entry price.
- Entry price
- $59/mo
- Tracked prompts
- 30 / 150 / 300
- Free trial
- 3 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 | AIclicks | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - trial + free audit tool | No - 3-day trial, no card | 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 - free tools are one-off | 5 |
| Entry paid price | $79/mo | $59/mo | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | No - monthly only | Yes - up to 29% | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Tiered: prompts + domains + seats | Per prompt + engine count by tier | 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 - prompt, response, article caps | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - limits/usage in Settings | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - no named agency tier | Custom pricing + rev share | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - referral program | Yes | Yes |
| Annual contract required | No | No - monthly, cancel anytime | No |
| Free trial length | Not published - 3rd party says 14 days | 3 days | n/a - free plan, no expiry |
| Paid plans pricing range | $79–$199/mo + custom Enterprise | $59–$499/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 | In-app export; API on $189+ | 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 | 11 offered; you get 3 / 4 / 6 | 10; 5 of them also collected locally |
| Real consumer-surface capture | Not published | Claimed, unverified - chat UIs, not APIs | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes | Yes - default on all plans | Yes |
| Claude | Yes | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| Gemini | Yes | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| Google AI Mode | No - roadmap, under review | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| Google AI Overviews | Disputed - priced, roadmap says planned | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| Grok | No | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| Bing Copilot | No - referral traffic only | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| DeepSeek | No | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| Meta AI | No | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| Tracked prompts included | 15 / 90 / 250+ | 30 / 150 / 300 | No hard limit on any plan |
| Samples per prompt configurable | No - 1 per engine per month | No - monthly response cap instead | Yes |
| Run cadence options | ~30 days, not adjustable | Daily; weekly on $499 | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Not published | Not published | Yes |
| Instant one-off check | Partial - free audit is site, not prompt | Yes - free website tools | Yes |
| Prompt manager | Yes - tags, archive, CSV import | Yes - list, topics, CSV import | Yes |
| Branded vs non-branded classification | Partial - funnel stage + intent | Not published | Yes |
| Prompt categories and topics | Yes - tags + funnel stage | Yes - one topic per prompt | Yes |
| Per-prompt model selection | Not published | No - set per project | Yes |
| Brand name variant support | Not published | Not published | Yes - secondary brand terms |
| Brand multi-domain support | No - 1 domain per project | 1 site on $59; unlimited above | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No - suggested from site scan | No - no GSC connector | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - gap analysis module | Yes - discovery + citation-driven | Yes |
| Perplexity | No - roadmap, under review | Only if chosen - 3 / 4 / 6 of 11 | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes - domain, page, competitor | Yes - URL and domain level | Yes - domain and page level |
| Sentiment scoring | Yes - prompts + reviews | Yes - $189+ only | Yes |
| Average position / rank | No - roadmap, under review | Yes | Yes |
| Share of Voice | Yes | Yes | Yes |
| Share of Mentions | Partial - visibility score | Yes - visibility % | Yes |
| Share of Citations | Partial - citations by domain | Partial - frequency, brand view | Yes |
| Narrative drift detection | No | Partial - sentiment themes over time | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | No | Yes |
| Untracked brand extraction | Yes - detected brands, promotable | Yes - competitor discovery | Yes - with sentiment and average rank |
| Cited source categorization | Partial - domain and page only | Yes - 14 page types | Yes - 8 source types |
| Topic-level breakdown | Partial - funnel stage + tags | Yes | Yes |
| Engine-level breakdown | Yes | Yes - model leaderboard | Yes |
| Competitor tracking | Yes - direct, indirect, companion | Yes | Yes - or promote any brand seen in results |
| Competitors included | Not published | No cap published | 15 |
| Visibility gap analysis | Yes | Yes - topic, source, competitor | Yes |
| ChatGPT fan-out capture | No | Yes - logged per run | Yes |
| AI Mode grounding queries capture | No | Yes - same fan-out capture | Yes - the live grounding searches |
| Bing Index probe | No - Bing Webmaster traffic only | No | Yes |
| AI crawler access check | No - roadmap, under review | No - free website tool only | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | Not published | Not published | Yes |
| Data export | Yes - CSV, PDF | Yes - in-app; API on $189+ | Yes - CSV |
| Branded PDF report | Beta since Mar 2026 | Not published | 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 - status + notes, no export | Yes - CSV on paid managed plans |
| Historical data retention | Not published - monthly data points | Not published; API caps at 90 days | 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 - no verify step | Yes |
| Page-level AEO audit | Yes - site scan + free tool | No - free website tool only | Yes |
| Scored categories | 5 - SEO, GEO, content, review, speed | 6 - free website tool only | 9 |
| Retrieval-readiness scoring | No | Partial - free website tool only | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No - impact priority only | No - impact ranking only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - Shopify product copy | No | Yes - element, character budget, before and after |
| Second-model QA pass | No | No - manual editing advised | 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, free website tool | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - task validation, re-scans | No - manual re-run | Yes - compares against the baseline |
| Recommendation status tracking | Yes - Kanban + assignees | Yes - pending / done / dismissed | Yes - planned, staged, completed |
| Visibility data sets page priority | Yes | Yes | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC data on dashboard | No | Yes - protect, balanced or expand |
| Branded audit PDF | Beta - white-label reporting | No | Yes |
| CMS integration & publishing | |||
| WordPress | No - roadmap, under review | Yes - publish and update | Yes - official plugin, production and staging |
| Webflow | No | Yes - publish and update | Yes - OAuth MCP, pages and collection items |
| Framer | No | Yes - triggers site redeploy | On roadmap |
| Grav | No | No | Yes - official plugin |
| Shopify | Yes - product content only | Yes - publish and update | On roadmap |
| Surgical element-level edits to live page | Partial - Shopify products only | No - whole article only | Yes |
| Preview before applying | Yes - Shopify pending review | Partial - save as CMS draft | 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 | Not published | Yes - FAQPage schema |
| Publish approval gate | Yes - Shopify only | Partial - manual click only | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | No - two agentic items on roadmap | No - form-driven writer | Yes - plans and executes against the live web |
| Fixed-workflow automation only | Yes - scheduled scans, auto tasks | Yes - generate, edit, publish | 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 - inputs set upfront | 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 - publish is manual | 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 - article drafts | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - stores AI answers | Partial - full AI answer stored | Yes - screenshots and captured proof |
| Searchable job history | No | Not published | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | No - MCP for outside clients | No - MCP for outside assistants | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | n/a - no in-app chat | 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 - audits URL or sitemap | Partial - reads URLs you supply | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Yes - gap analysis | Partial - topic and source gaps | Yes - covered, partial or not covered |
| File attachments | No | Partial - CSV prompt import only | 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 | Not published | Not published | Yes |
| Content generation | |||
| Research-backed briefs | Yes - from gaps + SERP analysis | Partial - ideas from gaps, no brief | Yes |
| Live SERP / PAA research | Yes - SERP analysis module | No - fan-out queries only | Yes - plus related searches and AI search snapshots |
| Full draft generation | Yes - 2–25 articles/mo by tier | Yes - 5 / 15 / 30 per mo | Yes |
| Brand voice grounding | Yes - brand book | Partial - free-text instructions | Yes |
| Brand truth profile | Yes - brand book | Partial - domain, services, rivals | Yes |
| Internal linking placement | Yes - from sitemap | Partial - you supply the links | Yes |
| Featured image generation | Not published | Not published | Yes |
| FAQ generation with schema export | Partial - FAQ yes, schema not stated | No | Yes - HTML and JSON-LD |
| Key points extraction | Not published | No | Yes - pushable into the live pag |
| AI-tell removal pass | No | No - manual editing advised | Yes - paid, toggleable |
| Artifact library | Yes - Contents page, tags + status | Yes - saved articles | Yes |
| Export formats | PDF, CSV | Not published; CMS publish or export | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes - editor + optimization | Yes - re-publish updates the post | Yes |
| Deploy directly to CMS | Partial - Shopify products only | Yes - 4 platforms | 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 | Partial - reads site at setup | Yes |
| Scheduled full-site crawl | Partial - periodic re-scans | No | Yes - weekly or on demand |
| Monitored page management | Partial - Pages tables, not managed | No | Yes |
| Batched change digests | Yes - weekly + monthly email | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Not published | No | 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 | Yes |
| Graph export | No | No | Yes - CSV and PDF |
| Automation & workflows | |||
| Visibility-threshold triggers | No - notifications only | Not published | 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 | Partial - weekly brief emails | No | 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 | Not published | Not published | Yes - per project |
| Email digest | Yes - weekly + monthly | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 1 / 3 / 10+ | Not published - invite by team | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | Not published | Not published | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - pooled per team | Yes - prompts split across projects | Yes |
| Per-member usage visibility | Not published | Not published | Yes |
| Multi-project workspaces | Yes - teams + projects | Yes - domains within a team | Yes |
| Projects included | 1 / 3 / 5+ domains | 1 site on $59; unlimited above | 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 - scoped to team + domains | Yes - rotatable |
| SSO / SAML | Not published | Not published | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | Beta since Mar 2026 | Not published | Yes - visibility report and audit |
| Custom logo, color and link | Partial - beta, theme control | Not published | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | No | Yes - custom pricing, no fixed price | Yes - four tiers |
| Client sub-accounts | Partial - projects, no client portal | Yes - separate teams or domains | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | No | Yes - OAuth, credentials stay on device |
| Google Analytics | Yes - GA4 | Yes - GA4 read-only, $189+ | Roadmap |
| MCP connector support | Yes - own MCP + Ahrefs MCP | Yes - read-only, $189+ | Partial - Webflow connects over MCP |
| Public API | Not published | Yes - read-only, $189+ | No - project keys for own plugins only |
| Slack | No | Partial - support channel only | No |
| Zapier | No | No - no webhooks | No |
| Custom connection support | No - feature request form | Enterprise only | 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 | Partial - docs only | Yes |
| In-app help agent | No - docs + support tickets | Partial - chatbot on docs site | Yes |
| Done-for-you service available | Yes - Enterprise audit + consult | Yes - in-house AI SEO agency | 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 AIclicks both cover core AI visibility work. Visby AI may suit teams that want a browser-based tool with GA4 and Search Console connections, plus Shopify product updates. AIclicks may suit teams that need browser access, a public read-only API, or publishing across WordPress, Webflow, Framer, and Shopify.
Hi, Moose fits buyers who want broader coverage without prompt caps or a required paid trial. Its free plan has no expiry or card requirement, and every plan includes unlimited local daily visibility runs across five engines. Hi, Moose tracks 10 engines, including Google AI Mode, AI Overviews, Perplexity, Bing Copilot, DeepSeek, Meta AI, and Grok. It also lets users set run frequency, select models per prompt, add secondary brand terms and owned domains, and use Search Console questions for prompt ideas.
The cost model gives smaller teams more control. Hi, Moose starts at $39 per month with an OpenRouter key, or $79 per month with AI included. Users can run local models and avoid AI charges to Hi, Moose. The app shows AI-credit use, reset dates, and pace warnings, while its published rate card keeps usage in one unit. Visby AI and AIclicks both use several limits across prompts, answers or responses, and articles.
Hi, Moose also carries the work past reporting. It audits pages across nine categories, labels recommendations by evidence tier, creates element-level changes, and compares verification runs against a baseline. Its WordPress integration supports staging, approval before publishing, rollback, patch history, and element-level placement. The software also supports Webflow and Grav, while its agent can research the live web, save evidence, prepare artifacts, and wait for approval before it takes real-world actions.
The desktop model will not suit every team. Visby AI and AIclicks offer browser-based access, while Hi, Moose runs on Windows and macOS. For teams that value local storage, on-device AI, and full local backups, that trade-off can matter. Hi, Moose stores its database on the user’s device and supports CSV, PDF, DOCX, and backup exports.
For most SMB SEO teams and agencies, Hi, Moose offers a wider path from visibility tracking to verified, approved changes at a lower starting price. Its free plan, BYOK option, unlimited local runs, 10-engine coverage, and local-first setup give buyers more room to test and scale without committing to a higher monthly tier first.
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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