AI visibility tools, head to head
Frase vs ZipTie.dev
Pricing, features and differences, researched August 2026.
Frase and ZipTie.dev both help SEO teams improve visibility in Google and AI search results, but they focus on different parts of the work. Frase covers the full content process, from research and drafting through publishing, optimization, and post-publication monitoring. ZipTie.dev focuses more directly on AI search visibility across Google AI Overviews, ChatGPT, and Perplexity. Teams often weigh these tools against each other when they need to decide whether they want one platform for content production and optimization or a dedicated tool for AI search tracking and guidance. The main differences come down to workflow scope, supported search channels, content creation tools, AI visibility monitoring, competitor and source analysis, and how each platform guides content updates.
At a glance
Frase
Pick it if the writing workflow matters more to you than the tracking, because the entry plan covers 2 of its 5 engines and the full set costs $239.
- Entry price
- $39/mo annual, $49/mo monthly
- Tracked prompts
- 50 / 200 / 500
- 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 | Frase | ZipTie.dev | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - 7-day trial, no card | 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 checkers are one-off | 0 | 5 |
| Entry paid price | $39/mo annual, $49/mo monthly | $69/mo | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 20% | Yes - 15% | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Tiered subscription + optional overages | 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 - 5+ separate caps | No - separate check, summary, optimization caps | Yes - AI credits, published rate card |
| In-app usage dashboard | Yes - billing and usage settings | Not published | Yes - % used, reset date, pace warning |
| Agency / reseller tier | Partial - $239 tier aimed at agencies | No - custom plans on request | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Yes - 30% for 12 months | 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 | $39–$239/mo annual + Enterprise custom | $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 | Not published - exports anytime | CSV anytime; post-cancel terms not published | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | Yes - Type II attested | No - none published | Pending |
| ISO certification | Not published - GDPR stated | No - none published | No |
| Local backup and restore | No | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 5 named; 2 on entry, 5 at $239 | 3 | 10; 5 of them also collected locally |
| Real consumer-surface capture | Not published | Yes - browser capture with screenshots | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes - all plans | Yes | Yes |
| Claude | $239/mo tier | No | Yes |
| Gemini | $239/mo tier | No | Yes |
| Google AI Mode | Not published | No | Yes |
| Google AI Overviews | Yes - all plans | Yes | Yes |
| Grok | Not published | No | Yes |
| Bing Copilot | Not published | No | Yes |
| DeepSeek | Not published | No | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 50 / 200 / 500 | 500–2,000 checks/mo; 1 check = all 3 engines | No hard limit on any plan |
| Samples per prompt configurable | Not published | No | Yes |
| Run cadence options | Daily, not adjustable | Daily or weekly | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Not published | Yes - manual checks draw on allowance | Yes |
| Instant one-off check | Yes - free web checker | No - no free public tool | Yes |
| Prompt manager | Yes - add, CSV import, auto-generate | Yes | Yes |
| Branded vs non-branded classification | No - awareness/consideration/decision tiers | Not published | Yes |
| Prompt categories and topics | Yes | Yes - automatic tagging | Yes |
| Per-prompt model selection | No - engine set by plan | No - all 3 engines per check | Yes |
| Brand name variant support | Not published | Not published | Yes - secondary brand terms |
| Brand multi-domain support | Yes - 1–10 domains by plan | Partial - separate project per brand | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | No - auto-generated from brand profile | Yes | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - competitor list drives gap analysis | Partial - competitor source lists | Yes |
| Perplexity | $103/mo tier | Yes | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes | 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 - avg mentions per platform | Partial - mention leaders list | Yes |
| Share of Citations | Not published | Partial - citation leaders list | Yes |
| Narrative drift detection | Partial - sentiment and trend velocity | No - sentiment trend only | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | No | Yes |
| Untracked brand extraction | Partial - auto-discovers competitors to confirm | Yes - all detected brands in export | Yes - with sentiment and average rank |
| Cited source categorization | Not published | Partial - social and directory sources called out | Yes - 8 source types |
| Topic-level breakdown | Yes - by prompt category | Yes | Yes |
| Engine-level breakdown | Yes | Yes | Yes |
| Competitor tracking | Yes | Yes | Yes - or promote any brand seen in results |
| Competitors included | Not published - list is editable | Not published | 15 |
| Visibility gap analysis | Yes - head-to-head and gap views | Yes - content and source gaps | Yes |
| ChatGPT fan-out capture | No | Not published | Yes |
| AI Mode grounding queries capture | No | No | Yes - the live grounding searches |
| Bing Index probe | No | No - Google indexing only | Yes |
| AI crawler access check | Partial - crawler logs, needs site snippet | No | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | Partial - agent answers on request | Yes - 5–100/mo by plan | Yes |
| Data export | Yes - CSV, JSON, API | Yes - CSV with full answer text | Yes - CSV |
| Branded PDF report | Enterprise only | No | Yes |
| Scheduled email reports | No - event alerts only | Not published | Yes - paid, per-user opt-in |
| Action log with export | Partial - publish log, export not published | No | Yes - CSV on paid managed plans |
| Historical data retention | None / 3 / 12 / 24 months 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 | Yes - auto fix step is Google decay only | Partial - no deploy step | Yes |
| Page-level AEO audit | Yes | Partial - per-query content check | Yes |
| Scored categories | 3 - SEO, GEO, EEAT | 5 | 9 |
| Retrieval-readiness scoring | Yes - extraction and citation readiness | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | Partial - high/medium/low confidence | No | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Yes - highlight and rewrite inline | Partial - gap answers, not element edits | Yes - element, character budget, before and after |
| Second-model QA pass | No - rule checks before publish | No | Yes - pass, revised or needs human review |
| Static crawler-view snapshot | No - crawler renders JavaScript | No | Yes - full-page screenshot, JavaScript off |
| Audit input sources | Site crawl, URL, Docs, Notion, GitHub | Pasted text only, not a URL | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - re-run and re-score, no compare view | Partial - trends over time, no compare view | Yes - compares against the baseline |
| Recommendation status tracking | Yes - review queue and rule status | Not published | Yes - planned, staged, completed |
| Visibility data sets page priority | Partial - priority list is Search Console led | Yes - per-query score | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Yes | Partial - GSC imports queries only | Yes - protect, balanced or expand |
| Branded audit PDF | Enterprise only | No | Yes |
| CMS integration & publishing | |||
| WordPress | Yes - direct, no plugin | No | Yes - official plugin, production and staging |
| Webflow | Yes | 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 | Partial - title and meta only; body ships as draft | No | Yes |
| Preview before applying | Yes - word-level diff | No | Yes |
| Staging environment support | Partial - publishes as CMS draft | No | Yes - WordPress, with promote to production |
| One-click rollback | Partial - revert before publish only | No | Yes - WordPress |
| Patch history per site | Partial - publish log | No | Yes - WordPress |
| Visual placement picker | No | No | Yes - pick the spot on the rendered page |
| Push Schema JSON-LD into page | Partial - own CMS only | No | Yes - FAQPage schema |
| Publish approval gate | Yes - default on | n/a - never publishes | Yes - always, including scheduled runs |
| Agentic capability | |||
| Truly agentic (agent chooses its own steps) | Yes - plans and chains steps from one request | No | Yes - plans and executes against the live web |
| Fixed-workflow automation only | No - also has saved multi-step playbooks | 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 | Partial - hand-off button in editor | No | Yes |
| Steer agent while running | Partial - follow-up messages in thread | No | Yes - talk to any agent mid-job |
| Background execution | Yes | No | Yes - with notify on completion |
| Approval gate before real-world actions | Yes | n/a - takes no actions | Yes |
| Long-running deep work jobs | Yes | No | Yes |
| Scheduled agent jobs | Partial - scheduled publishing and daily tracking | No - scheduled checks only | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | Yes - briefs, drafts, audits | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Yes - sources and brief kept with page | Yes - answer text and screenshots | Yes - screenshots and captured proof |
| Searchable job history | Partial - playbook run list | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | Yes | No | Yes |
| Model picker per conversation | No | No | Yes |
| LLM models available | Not published | n/a | 27 hosted + 3 local; any model on BYOK |
| Chat memory across conversations | Partial - brand and site context, not thread memory | No | Yes - semantic search over past chats |
| Live web search | Partial - SERP and research fetches | No | Yes |
| Fetch and read URLs | Yes | Partial - reads a URL to suggest prompts | Yes |
| Semantic search over your own site | Yes - indexed for the site widget | No | Yes - on-device index |
| Topic coverage check | Yes | Yes - content gap analysis | Yes - covered, partial or not covered |
| File attachments | Yes - reference documents | 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 - playbooks and content types instead | No | Yes - plus 6 presets |
| Image generation | Yes - images, diagrams, infographics | No | Yes |
| Content generation | |||
| Research-backed briefs | Yes | Partial - gap list per query | Yes |
| Live SERP / PAA research | Yes | Partial - Google rankings compared to AI results | Yes - plus related searches and AI search snapshots |
| Full draft generation | Yes - 16 content types | No | Yes |
| Brand voice grounding | Yes | No | Yes |
| Brand truth profile | Yes - positioning, terms, reference docs | No | Yes |
| Internal linking placement | $103/mo tier | No | Yes |
| Featured image generation | Yes - metered credits | No | Yes |
| FAQ generation with schema export | Partial - FAQ type; schema auto on own CMS | No | Yes - HTML and JSON-LD |
| Key points extraction | Partial - evidence and stats pulled into brief | No | Yes - pushable into the live pag |
| AI-tell removal pass | No | No - flags AI-written text, no rewrite | Yes - paid, toggleable |
| Artifact library | Yes | No | Yes |
| Export formats | HTML, Markdown, PDF, text, JSON, Docs, Notion | CSV | Markdown, HTML, DOCX, PDF, TXT |
| Revise artifacts in place | Yes | No | Yes |
| Deploy directly to CMS | Yes | No | Yes |
| Content repurposing / audio | |||
| Turn any page into audio | No - text formats only | 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 - crawls on domain connect | Partial - carried-over indexing module | Yes |
| Scheduled full-site crawl | Partial - on demand, 50–1,000 pages/mo | Partial - index monitoring, not AEO | Yes - weekly or on demand |
| Monitored page management | Yes - 10–300 guarded pages | No | Yes |
| Batched change digests | Partial - alerts to agent thread and email | No | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | Yes - 0–100 health score | No - index status only | Yes |
| Entity & knowledge graph | |||
| Site-wide entity graph | No - topic clusters instead | No | Yes |
| Inferred relationships | Partial - cluster and internal-link mapping | 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 | Partial - alerts on shift, no user threshold | No | Yes - mentions or citations, all or one topic |
| Pre-built recovery recipe | Yes - decay detected, fix drafted | No | Yes - detect, locate, audit, stage a fix |
| Conditional branching | Partial - rule severity and approval steps | No | Partial - branches on whether a matching page exists |
| Scheduled content cadence | Yes - calendar and scheduled publish | No | Yes - daily to monthly |
| Workflow reports | Partial - run status per playbook | No | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | Partial - review queue and agent thread | No | Yes |
| Native OS notifications | No | No | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Partial - rule severity, confidence bar | Not published | Yes - per project |
| Email digest | Partial - per-event email, no digest | Not published | Yes |
| Teams & workspaces | |||
| Seats included | 1 / 3 / 5 | 1 | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | $29/mo | Not published - no seat add-on offered | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | Yes - plan caps are shared | n/a - single seat | Yes |
| Per-member usage visibility | Not published | n/a - single seat | Yes |
| Multi-project workspaces | Yes | Yes - separate projects per brand | Yes |
| Projects included | 1 / 5 / 10 domains | 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 | No - account-level key | No - no API | Yes - rotatable |
| SSO / SAML | Enterprise only | No | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | Enterprise only | No | Yes - visibility report and audit |
| Custom logo, color and link | Enterprise only | No | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No - free hosting adds a vendor badge | No | Yes |
| Dedicated agency tier | No - $239 tier positioned for agencies | No - custom plans on request | Yes - four tiers |
| Client sub-accounts | Partial - client portal is Enterprise only | No - 1 seat, separate projects | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes | Yes - imports queries | Yes - OAuth, credentials stay on device |
| Google Analytics | Yes - GA4 | No | Roadmap |
| MCP connector support | Yes - all plans | No | Partial - Webflow connects over MCP |
| Public API | Yes - 250 / 1,000 / 3,000 calls/mo | No | No - project keys for own plugins only |
| Slack | Yes | No | No |
| Zapier | Yes - plus Make and n8n | No | No |
| Custom connection support | Yes - REST API + signed webhooks | No - CSV export only | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 1 (English); content in 70+ | 1 (English) | 6 |
| Troubleshooting and recovery tools | Not published | No | Yes |
| In-app help agent | Yes - screen-aware | No | Yes |
| Done-for-you service available | No - Enterprise account manager | Yes - consulting on request | Yes |
| Team | |||
| Founders have SEO backgrounds | Founded in 2016 by Tomas Ratia and Cody Jacques as a natural-language answer-engine product, before shifting toward SEO content workflows. | Yes. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
Frase suits teams that need a browser-based platform, a public API, or integrations with Slack, Zapier, Make, and n8n. It also holds a SOC 2 Type II attestation. ZipTie.dev can fit a team that only needs daily or weekly monitoring across ChatGPT, Google AI Overviews, and Perplexity, with browser-captured screenshots.
Hi, Moose fits most SEO teams that want to track, diagnose, fix, and verify AI-search visibility in one tool. It tracks 10 engines, including Claude, Gemini, Google AI Mode, Grok, Bing Copilot, DeepSeek, and Meta AI. Users can choose engines per prompt, run checks on demand or multiple times per day, and track unlimited prompts without a hard cap.
The pricing model also gives smaller teams more control. Hi, Moose has a free-forever plan with no card required, five engines that users can run daily at no vendor AI cost, and a $39 per month BYOK plan. Teams can connect an OpenRouter key, use local models, or use managed AI credits with a published rate card. The app shows credit use, reset dates, and pace warnings.
Hi, Moose also keeps data close to the user. Its Windows and macOS app stores data in a local database, supports local backups, and can run local models on-device. Engine checks still need the web, and the desktop-only setup will not suit every team. For buyers who value local storage, full backups, and control over AI costs, that trade-off may be worthwhile.
For action work, Hi, Moose connects visibility data to page-level AEO audits, nine scored categories, evidence-tiered recommendations, and baseline-versus-verification comparisons. It can stage element-level edits for WordPress, including staging support, approval gates, rollback, and patch history. It also supports Webflow and Grav. That gives marketers a path from an AI-search visibility gap to a reviewed site change, rather than a report that stops at the diagnosis.
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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