AI visibility tools, head to head
OtterlyAI vs ZipTie.dev
Pricing, features and differences, researched August 2026.
OtterlyAI and ZipTie.dev both help SEO teams, agencies, and brands track how often AI search tools mention their brand, cite their site, and surface competitors. Teams often compare them when they need one platform for monitoring AI search visibility and finding content changes that may improve it. The main differences fall under AI search coverage, monitoring depth, prompt and query research, citation and source analysis, competitor tracking, and content recommendations. OtterlyAI tracks visibility across a broader set of AI tools, including ChatGPT, Google AI Overviews and AI Mode, Perplexity, Gemini, Copilot, and Claude. ZipTie.dev focuses on Google AI Overviews, ChatGPT, and Perplexity, while pairing its monitoring data with query suggestions, competitor analysis, source analysis, and optimization guidance. The right fit depends on which AI search tools matter to your team, how you research the prompts behind visibility, and whether you need daily monitoring, detailed citation tracking, or guidance for updating content.
At a glance
OtterlyAI
Pick it if you want AI crawler access checked across 19 bots next to the prompt tracking, since API and MCP access starts at $189 rather than the entry price.
- Entry price
- $29/mo
- Tracked prompts
- 15–400; +100 at $99
- Free trial
- 7 days
ZipTie.dev
Pick it if three engines cover the surfaces you care about, because that is all it tracks.
- Entry price
- $69/mo
- Tracked prompts
- 500–2,000 checks/mo; 1 check = all 3 engines
- Free trial
- 14 days, 75 checks
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 | OtterlyAI | ZipTie.dev | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - 7-day trial | No - 14-day trial | 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 - free web tools are one-off | 0 | 5 |
| Entry paid price | $29/mo | $69/mo | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - ~15% | Yes - 15% | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Per prompt + per-engine add-ons | Monthly check allowance, 3 tiers | 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 | No - separate prompt, audit, API, event caps | No - separate check, summary, optimization caps | Yes - AI credits, published rate card |
| In-app usage dashboard | Not published | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | Partner status on $189+ plans | No - custom plans on request | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - referral program | Not published | Yes |
| Annual contract required | No | No | No |
| Free trial length | 7 days | 14 days, 75 checks | n/a - free plan, no expiry |
| Paid plans pricing range | $29–$489/mo + custom from $1,000 | $69–$159/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 | CSV + API anytime | CSV anytime; post-cancel terms not published | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | No - on roadmap, no date | No - none published | Pending |
| ISO certification | No - AWS data centers only | No - none published | No |
| Local backup and restore | No - vendor-side daily backups | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 7 listed; 4 included, 3 paid add-ons | 3 | 10; 5 of them also collected locally |
| Real consumer-surface capture | Partial - Claude via API; rest not stated | Yes - browser capture with screenshots | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes | Yes | Yes |
| Claude | Add-on, $29–$439/mo | No | Yes |
| Gemini | Add-on, $9–$149/mo | No | Yes |
| Google AI Mode | Add-on, $9–$149/mo | No | Yes |
| Google AI Overviews | Yes | Yes | Yes |
| Grok | No | No | Yes |
| Bing Copilot | Yes | No | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 15–400; +100 at $99 | 500–2,000 checks/mo; 1 check = all 3 engines | No hard limit on any plan |
| Samples per prompt configurable | No - 1 run/day | No | Yes |
| Run cadence options | Daily only, not adjustable | Daily or weekly | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | No | Yes - manual checks draw on allowance | Yes |
| Instant one-off check | Yes - free web tools | No - no free public tool | Yes |
| Prompt manager | Yes | Yes | Yes |
| Branded vs non-branded classification | Not published | Not published | Yes |
| Prompt categories and topics | Yes - tags + intent grouping | Yes - automatic tagging | Yes |
| Per-prompt model selection | No - set per report | No - all 3 engines per check | Yes |
| Brand name variant support | Yes - variations + regex | Not published | Yes - secondary brand terms |
| Brand multi-domain support | Yes - domain variations | Partial - separate project per brand | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | Partial - manual import, no connector | Yes | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - competitor data in prompt research | Partial - competitor source lists | Yes |
| Perplexity | Yes | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes - domain and URL level | Yes | Yes - domain and page level |
| Sentiment scoring | Yes | Yes - scored against query intent | Yes |
| Average position / rank | Yes | No | Yes |
| Share of Voice | Yes | Partial - competitor leaderboards | Yes |
| Share of Mentions | Yes - brand coverage | Partial - mention leaders list | Yes |
| Share of Citations | Yes | Partial - citation leaders list | Yes |
| Narrative drift detection | Partial - sentiment trend only | No - sentiment trend only | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | No | Yes |
| Untracked brand extraction | Yes - promote any detected brand | Yes - all detected brands in export | Yes - with sentiment and average rank |
| Cited source categorization | Partial - by domain, source types not published | Partial - social and directory sources called out | 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 | Uncapped | Not published | 15 |
| Visibility gap analysis | Yes - citation and content gaps | Yes - content and source gaps | Yes |
| ChatGPT fan-out capture | Yes | Not published | Yes |
| AI Mode grounding queries capture | Partial - fan-out, not live grounding | No | Yes - the live grounding searches |
| Bing Index probe | No | No - Google indexing only | Yes |
| AI crawler access check | Yes - 19 bots, robots + live server | No | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | Not published | Yes - 5–100/mo by plan | Yes |
| Data export | Yes - CSV, API, Looker Studio | Yes - CSV with full answer text | Yes - CSV |
| Branded PDF report | Partial - logo upload only | No | Yes |
| Scheduled email reports | Partial - per-report notifications | Not published | Yes - paid, per-user opt-in |
| Action log with export | Partial - recommendation to-do list | No | Yes - CSV on paid managed plans |
| Historical data retention | From prompt creation; no cap published | 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 | Partial - no fix or deploy step | Partial - no deploy step | Yes |
| Page-level AEO audit | Yes - one URL at a time | Partial - per-query content check | Yes |
| Scored categories | 13 readiness + structured data | 5 | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No - impact ranking only | No | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | No - per-category suggestions | Partial - gap answers, not element edits | Yes - element, character budget, before and after |
| Second-model QA pass | No - human review | No | Yes - pass, revised or needs human review |
| Static crawler-view snapshot | Partial - static vs rendered compare, no screenshot | No | Yes - full-page screenshot, JavaScript off |
| Audit input sources | Live URL only | Pasted text only, not a URL | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - re-run, no built-in compare | Partial - trends over time, no compare view | Yes - compares against the baseline |
| Recommendation status tracking | Yes - to-do and done | Not published | Yes - planned, staged, completed |
| Visibility data sets page priority | Yes - recommendations built from report data | Yes - per-query score | Yes - defend, recover, convert, earn |
| Search Console sets page priority | No | Partial - GSC imports queries only | Yes - protect, balanced or expand |
| Branded audit PDF | No - PDF download, unbranded | No | Yes |
| CMS integration & publishing | |||
| WordPress | Log plugin only, 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 | 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 | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | No - data exposed to outside agents via MCP | No | 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 - browser runs server-side, unseen | Yes |
| Take control mid-run | No | No | Yes |
| Steer agent while running | No | No | Yes - talk to any agent mid-job |
| Background execution | No | 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 - daily prompt runs only | No - scheduled checks only | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | No | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Partial - raw AI responses stored | Yes - answer text and screenshots | Yes - screenshots and captured proof |
| Searchable job history | No | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | No - MCP server for outside assistants | 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 - audits a URL you enter | Partial - reads a URL to suggest prompts | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Partial - citation and content gap reports | Yes - content gap analysis | Yes - covered, partial or not covered |
| File attachments | No | No | Yes - txt, md, doc, docx, pdf, images |
| In-app screenshot capture | No | Partial - screenshots of AI answers | 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 - fix brief from page audit | Partial - gap list per query | Yes |
| Live SERP / PAA research | No - fan-out queries only | Partial - Google rankings compared to AI results | Yes - plus related searches and AI search snapshots |
| Full draft generation | No | No | Yes |
| Brand voice grounding | No | No | Yes |
| Brand truth profile | Partial - names, domains, competitors | No | Yes |
| Internal linking placement | No | 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 | No | No - flags AI-written text, no rewrite | Yes - paid, toggleable |
| Artifact library | No | No | Yes |
| Export formats | CSV, PDF | CSV | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | No | 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 | No | Partial - carried-over indexing module | Yes |
| Scheduled full-site crawl | No - single-URL audits, capped 1k–10k/mo | Partial - index monitoring, not AEO | Yes - weekly or on demand |
| Monitored page management | Partial - crawled pages from logs, not managed | No | Yes |
| Batched change digests | No | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | No | No - index status only | Yes |
| Entity & knowledge graph | |||
| Site-wide entity graph | No | 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 - external tools via API | No | 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 | 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 | Partial - on/off per report | Not published | Yes - per project |
| Email digest | Partial - per-report notifications | Not published | Yes |
| Teams & workspaces | |||
| Seats included | Unlimited | 1 | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | $0 | Not published - no seat add-on offered | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - shared prompt pool | n/a - single seat | Yes |
| Per-member usage visibility | Not published | n/a - single seat | Yes |
| Multi-project workspaces | Yes - $189+ | Yes - separate projects per brand | Yes |
| Projects included | 1 workspace on $29; unlimited above | Not published | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Not published | Not published | Yes |
| Per-project API keys | Not published | No - no API | Yes - rotatable |
| SSO / SAML | Enterprise only | No | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No - logo upload only | No | Yes - visibility report and audit |
| Custom logo, color and link | Partial - logo only | No | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | No - partner status on $189+ | No - custom plans on request | Yes - four tiers |
| Client sub-accounts | Yes - client + pitch workspaces | No - 1 seat, separate projects | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | No - manual query import | Yes - imports queries | Yes - OAuth, credentials stay on device |
| Google Analytics | No - GA4 setup guide only | No | Roadmap |
| MCP connector support | Yes - $189+ | No | Partial - Webflow connects over MCP |
| Public API | Yes - $189+ | No | No - project keys for own plugins only |
| Slack | No - via API only | No | No |
| Zapier | Partial - via API and MCP | No | No |
| Custom connection support | Yes - log webhook + request form | No - CSV export only | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 1 (English) | 1 (English) | 6 |
| Troubleshooting and recovery tools | No | No | Yes |
| In-app help agent | No - help center and human chat | No | Yes |
| Done-for-you service available | No - partner agency directory | Yes - consulting on request | Yes |
| Team | |||
| Founders have SEO backgrounds | Partial. Founded in 2024 by Thomas Peham, a former VP of Marketing at Storyblok, with Josef Trauner and Klaus-M. Schremser, the former CEO and head of growth at user-feedback platform Usersnap. | Yes. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
OtterlyAI and ZipTie.dev suit teams that want browser-based AI search tracking. OtterlyAI is a sensible pick for teams that need a public API, MCP access, or unlimited seats. ZipTie.dev may fit a single user who only needs tracking across ChatGPT, Google AI Overviews, and Perplexity, with browser-captured screenshots and a 14-day trial.
Hi, Moose fits teams that want to move from tracking to approved page changes in one tool. It tracks 10 engines, including Claude, Gemini, Google AI Mode, Grok, Bing Copilot, DeepSeek, and Meta AI. Users can run checks on demand, set several schedules, choose models by prompt, and run five engines locally each day without a cap.
The desktop approach also gives Hi, Moose a different privacy and cost model. The app stores data in a local database, supports on-device models, and offers a free plan with no card or expiry. Teams that bring an OpenRouter key can use the $39 per month BYOK plan and run with $0 AI cost to Hi, Moose. The in-app dashboard shows credit use, reset dates, and pace warnings.
For teams that need to fix issues after finding them, Hi, Moose covers the full track, fix, verify, and deploy loop. It can audit a live URL, pasted text, file, WordPress, Webflow, or Grav content. It then provides element-level suggestions, records a baseline for verification, and can stage approved edits for WordPress, Webflow, or Grav. WordPress users also get staging support, rollback, patch history, and an approval gate before publishing.
Hi, Moose is less suitable for buyers who require a browser-only SaaS tool, client logins, or a public API today. For SMBs and agencies that value local data control, broader engine coverage, transparent BYOK pricing, and a path from visibility data to reviewed changes, it provides the wider set of capabilities in this comparison.
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