AI visibility tools, head to head
ZipTie.dev vs Semrush AI Visibility Toolkit
Pricing, features and differences, researched August 2026.
ZipTie.dev and Semrush AI Visibility Toolkit both help teams track how brands appear in AI-generated search answers, then find ways to improve that visibility. Buyers often compare them because each combines monitoring with competitor and citation analysis, rather than only reporting brand mentions. The main differences fall under AI platform coverage, research depth, content optimization support, and how each tool fits into an existing SEO workflow. ZipTie.dev focuses on Google AI Overviews, ChatGPT, and Perplexity, with query suggestions, source analysis, and content guidance built around AI search work. Semrush AI Visibility Toolkit covers platforms including ChatGPT, Google AI Mode, Gemini, and AI Overviews, while linking AI visibility data to Semrush’s wider SEO data set. The right choice depends on whether your team needs a focused AI visibility platform or wants AI visibility reporting alongside an established SEO toolkit.
At a glance
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
Semrush AI Visibility Toolkit
Pick it if you want Semrush data behind the reporting, though it tracks 25 prompts per domain and does not write or publish.
- Entry price
- $99/mo per domain
- Tracked prompts
- 25; +50 for $60/mo
- Free trial
- 0 - demo reports 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 | ZipTie.dev | Semrush AI Visibility Toolkit | Hi, Moose Our AEO tool |
|---|---|---|---|
| Pricing & cost model | |||
| Free plan available | No - 14-day trial | No - and no 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 | 0 - free checker is one-off | 5 |
| Entry paid price | $69/mo | $99/mo per domain | $39/mo BYOK; $79/mo AI included |
| Annual billing discount | Yes - 15% | Partial - $99 is the annual-billed rate | Yes - BYOK 2 months free; managed plans ~10% |
| Pricing model | Monthly check allowance, 3 tiers | Per domain + per user + prompt packs | 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 check, summary, optimization caps | No - separate query, prompt, page, export caps | Yes - AI credits, published rate card |
| In-app usage dashboard | Not published | Partial - subscription limit counters | Yes - % used, reset date, pace warning |
| Agency / reseller tier | No - custom plans on request | No - $90/mo directory listing only | Yes - $149 BYOK Agency; $449+ AI included |
| Affiliate program | Not published | Yes | Yes |
| Annual contract required | No | Partial - $99 rate is annual-billed | No |
| Free trial length | 14 days, 75 checks | 0 - demo reports only | n/a - free plan, no expiry |
| Paid plans pricing range | $69–$159/mo + custom | $99/mo + add-ons; enterprise custom | $39–$1,999/mo |
| Deployment, privacy & data ownership | |||
| Native desktop app | No | No - iOS/Android apps only | 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 anytime; post-cancel terms not published | CSV, Excel, Sheets, PDF; 10 exports/day | CSV, PDF, DOCX exports plus full local backup |
| SOC 2 certification | No - none published | Claimed on enterprise pages, not security page | Pending |
| ISO certification | No - none published | Not published - PCI DSS Level 1 only | No |
| Local backup and restore | No | No | Yes - export and import a backup file |
| Visibility & prompt tracking | |||
| Engines tracked | 3 | 5 surfaces; 3–4 per report | 10; 5 of them also collected locally |
| Real consumer-surface capture | Yes - browser capture with screenshots | Yes - clickstream and live queries, not LLM APIs | Yes - 5 engines read from the device, no API |
| ChatGPT | Yes | Yes | Yes |
| Claude | No | No | Yes |
| Gemini | No | Yes | Yes |
| Google AI Mode | No | Yes | Yes |
| Google AI Overviews | Yes | Partial - research reports only | Yes |
| Grok | No | No | Yes |
| Bing Copilot | No | No - separate enterprise product | Yes |
| DeepSeek | No | No | Yes |
| Meta AI | No | No | Yes |
| Tracked prompts included | 500–2,000 checks/mo; 1 check = all 3 engines | 25; +50 for $60/mo | No hard limit on any plan |
| Samples per prompt configurable | No | No - 1 run/day | Yes |
| Run cadence options | Daily or weekly | Daily; brand reports weekly | Multiple times a day, weekly, monthly, and on-demand |
| On-demand run now | Yes - manual checks draw on allowance | Not published | Yes |
| Instant one-off check | No - no free public tool | Yes - free web checker | Yes |
| Prompt manager | Yes | Yes - CSV/TXT import, tags | Yes |
| Branded vs non-branded classification | Not published | Partial - brand reports only | Yes |
| Prompt categories and topics | Yes - automatic tagging | Yes - tags + AI topic clusters | Yes |
| Per-prompt model selection | No - all 3 engines per check | No - one engine per campaign | Yes |
| Brand name variant support | Not published | Yes - context-aware name matching | Yes - secondary brand terms |
| Brand multi-domain support | Partial - separate project per brand | No - $99/mo per extra domain | Yes - secondary owned domains |
| Suggested prompts from Google Search Console | Yes | No | Yes - real GSC questions |
| Suggested prompts from competitor gaps | Partial - competitor source lists | Partial - competitor research report | Yes |
| Perplexity | Yes | Partial - brand reports only | Yes |
| Scoring & analysis | |||
| Mention detection | Yes | Yes | Yes |
| Citation detection | Yes | Yes - domain and page level | Yes - domain and page level |
| Sentiment scoring | Yes - scored against query intent | Partial - brand reports only, weekly | Yes |
| Average position / rank | No | Yes | Yes |
| Share of Voice | Partial - competitor leaderboards | Partial - brand reports only | Yes |
| Share of Mentions | Partial - mention leaders list | Yes - 0–100 visibility score | Yes |
| Share of Citations | Partial - citation leaders list | Partial - citation share by domain | Yes |
| Narrative drift detection | No - sentiment trend only | Partial - weekly snapshots, manual compare | Yes - scored against a brand truth profile |
| Feature-parity / accuracy scoring | No | Partial - feature sentiment, no ground truth | Yes |
| Untracked brand extraction | Yes - all detected brands in export | Yes | Yes - with sentiment and average rank |
| Cited source categorization | Partial - social and directory sources called out | Yes - own, competitor, social, knowledge base, other | Yes - 8 source types |
| Topic-level breakdown | Yes | Yes | Yes |
| Engine-level breakdown | Yes | Yes | Yes |
| Competitor tracking | Yes | Yes - auto-identified, editable | Yes - or promote any brand seen in results |
| Competitors included | Not published | 9 in brand reports | 15 |
| Visibility gap analysis | Yes - content and source gaps | Yes - topic and citation gaps | Yes |
| ChatGPT fan-out capture | Not published | No | Yes |
| AI Mode grounding queries capture | No | No | Yes - the live grounding searches |
| Bing Index probe | No - Google indexing only | No | Yes |
| AI crawler access check | No | Yes - 8 bots, robots.txt, 100 pages | Yes - retrieval, live fetch and training |
| Reporting & exports | |||
| Executive dashboard | Yes | Yes | Yes |
| AI-written narrative summary | Yes - 5–100/mo by plan | Yes - in brand reports | Yes |
| Data export | Yes - CSV with full answer text | Yes - CSV, Excel, Sheets, PDF; 10/day | Yes - CSV |
| Branded PDF report | No | Add-on, $20/mo | Yes |
| Scheduled email reports | Not published | Yes - daily, weekly or monthly | Yes - paid, per-user opt-in |
| Action log with export | No | No | Yes - CSV on paid managed plans |
| Historical data retention | Not published | Weekly snapshots; no cap 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 deploy step | No - no fix or deploy step | Yes |
| Page-level AEO audit | Partial - per-query content check | No - site-level score, 100 pages | Yes |
| Scored categories | 5 | 0 - single composite score | 9 |
| Retrieval-readiness scoring | No | No | Yes - deterministic dense retrieval |
| Evidence tiers on recommendations | No | No - severity only | Yes - proven, directional, best-practice |
| Element-level rewrite suggestions | Partial - gap answers, not element edits | No | 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 | Partial - crawl as an AI bot, no screenshot | Yes - full-page screenshot, JavaScript off |
| Audit input sources | Pasted text only, not a URL | Site crawl only, 100 pages | Live URL, pasted text, file, WordPress, Webflow, Grav |
| Baseline vs verification re-runs | Partial - trends over time, no compare view | Partial - crawl comparison, not AI | Yes - compares against the baseline |
| Recommendation status tracking | Not published | No | Yes - planned, staged, completed |
| Visibility data sets page priority | Yes - per-query score | Partial - cited pages report | Yes - defend, recover, convert, earn |
| Search Console sets page priority | Partial - GSC imports queries only | No | Yes - protect, balanced or expand |
| Branded audit PDF | No | Add-on, $20/mo | Yes |
| CMS integration & publishing | |||
| WordPress | No | No - separate content product | 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 | 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 - browser runs server-side, unseen | No | 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 - scheduled checks only | No - scheduled crawls and exports only | Yes - daily, weekdays, weekly, monthly |
| Agent produces saved artifacts | No | No | Yes - briefs, drafts, FAQs, audits |
| Evidence capture | Yes - answer text and screenshots | Yes - stored AI answers and snapshots | Yes - screenshots and captured proof |
| Searchable job history | No | No | Yes |
| Chat & assistant | |||
| Agentic chat with mid-answer tool calls | No | No - recommendation cards, not chat | 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 - reads a URL to suggest prompts | Partial - crawls a URL you enter | Yes |
| Semantic search over your own site | No | No | Yes - on-device index |
| Topic coverage check | Yes - content gap analysis | Partial - topic and citation gap reports | Yes - covered, partial or not covered |
| File attachments | No | No | Yes - txt, md, doc, docx, pdf, images |
| In-app screenshot capture | Partial - screenshots of AI answers | No | Yes - screen or window, with crop |
| Custom specialists with own tool access | No | No | Yes - plus 6 presets |
| Image generation | No | No - separate content product | Yes |
| Content generation | |||
| Research-backed briefs | Partial - gap list per query | No - separate content product | Yes |
| Live SERP / PAA research | Partial - Google rankings compared to AI results | No - AI topic and question data only | Yes - plus related searches and AI search snapshots |
| Full draft generation | No | No | Yes |
| Brand voice grounding | No | No | Yes |
| Brand truth profile | No | No - brand name and domain only | 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 - flags AI-written text, no rewrite | No | Yes - paid, toggleable |
| Artifact library | No | No | Yes |
| Export formats | CSV | CSV, Excel, Sheets, PDF | 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 | Partial - carried-over indexing module | Yes - crawler and sitemap | Yes |
| Scheduled full-site crawl | Partial - index monitoring, not AEO | Partial - AI checks capped at 100 pages | Yes - weekly or on demand |
| Monitored page management | No | Partial - one crawl campaign, 100 pages | Yes |
| Batched change digests | No | Partial - crawl comparison alerts | Yes |
| On-device semantic index | No | No | Yes |
| Page freshness tracking | No - index status only | Partial - crawl-to-crawl changes | Yes |
| Entity & knowledge graph | |||
| Site-wide entity graph | No | No | Yes |
| Inferred relationships | No | No - brand and sub-brand matching only | 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 | 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 - scheduled exports only | Yes - posted to the inbox |
| Alerts & inbox | |||
| Unified project inbox | No | Partial - recommendation cards on dashboard | Yes |
| Native OS notifications | No | No - mobile app push only | Yes - Windows and macOS |
| Customized notifications with severity thresholds | Not published | No | Yes - per project |
| Email digest | Not published | Yes - scheduled exports | Yes |
| Teams & workspaces | |||
| Seats included | 1 | 1 | Unlimited on paid managed; 10 BYOK Premium, 25 BYOK Agency |
| Cost per additional seat | Not published - no seat add-on offered | $99/mo per user | $0 on paid managed plans, +$7 per seat for BYOK plans |
| Shared allowance across team | n/a - single seat | Partial - brand slots pool, access does not | Yes |
| Per-member usage visibility | n/a - single seat | Partial - limit allocation per user | Yes |
| Multi-project workspaces | Yes - separate projects per brand | No - 1 folder | Yes |
| Projects included | Not published | 1 folder, 1 brand domain | 1 free, 3–10 managed, 25–unlimited agency; +$10 each |
| Archive and restore projects | Not published | Not published | Yes |
| Per-project API keys | No - no API | No - account-level | Yes - rotatable |
| SSO / SAML | No | Enterprise only | Roadmap |
| Agency & white-label | |||
| White-label PDF reports | No | Add-on, $20/mo | Yes - visibility report and audit |
| Custom logo, color and link | No | Add-on, $20/mo | Yes |
| White-label audio player | No | No | Yes - custom attribution text and link |
| Client-facing backlink | No | No | Yes |
| Dedicated agency tier | No - custom plans on request | No - $90/mo directory listing | Yes - four tiers |
| Client sub-accounts | No - 1 seat, separate projects | No - client portal discontinued | No - clients are projects, no client logins |
| Integrations | |||
| Google Search Console | Yes - imports queries | Partial - via $10/mo report add-on | Yes - OAuth, credentials stay on device |
| Google Analytics | No | Partial - via $10/mo report add-on | Roadmap |
| MCP connector support | No | No - needs an SEO or bundled plan | Partial - Webflow connects over MCP |
| Public API | No | No - separate SEO plan | No - project keys for own plugins only |
| Slack | No | No | No |
| Zapier | No | No | No |
| Custom connection support | No - CSV export only | Partial - report integrations on $20/mo add-on | Yes - request a connection, paid plans |
| Platform & support | |||
| UI languages | 1 (English) | 14 | 6 |
| Troubleshooting and recovery tools | No | No | Yes |
| In-app help agent | No | Partial - recommendation cards, live chat | Yes |
| Done-for-you service available | Yes - consulting on request | No - partner agency directory | Yes |
| Team | |||
| Founders have SEO backgrounds | Yes. | Yes. | Yes. Founder Sam Morris has 15+ years in SEO and software engineering. |
Which one to pick
ZipTie.dev and Semrush AI Visibility Toolkit both cover core AI visibility tracking. ZipTie.dev may suit a small team that wants browser-based monitoring across ChatGPT, Perplexity, and AI Overviews. Semrush may suit teams already using its wider SEO platform, especially those that need 14 interface languages or its existing reporting workflow.
Hi, Moose gives SMBs and agencies a broader set of options at a lower entry point. Its free plan does not expire or require a card. Paid access starts at $39 per month with a bring-your-own OpenRouter key, or $79 per month with AI included. Unlike the other two tools, Hi, Moose lets teams run five engines daily at no vendor AI cost through local runs, and it shows usage through AI credits with a published rate card.
The desktop app also keeps the local database, Search Console credentials, backups, and three local AI model options on the user’s device. Hi, Moose tracks 10 engines, including Claude, Grok, Bing Copilot, DeepSeek, and Meta AI, while supporting configurable samples, per-prompt model selection, and on-demand checks. It captures AI Mode grounding queries and ChatGPT fan-out queries, then connects visibility findings to page-level AEO audits, rewrite suggestions, verification runs, and approved CMS publishing.
That track-to-fix-to-verify-to-deploy flow sets Hi, Moose apart for teams that need to act on findings. WordPress, Webflow, and Grav integrations can stage element-level edits, preview them, and require approval before publishing. Agencies also get dedicated plans, white-label reports, and more included seats than the single-seat entry setups listed for ZipTie.dev and Semrush.
Choose ZipTie.dev if browser access and its focused three-engine workflow matter most. Choose Semrush if its wider SEO suite and established platform fit your team’s process. For buyers who want local-first control, broader engine coverage, flexible AI costs, and a path from AI visibility data to approved page changes, Hi, Moose offers the more complete alternative.
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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