Compared · Verified 23 to 24 September 2026

Analyze AI alternative: RankRush vs Analyze AI

Analyze AI scores 21/32 and RankRush 21.5/32 on our 24-check AI visibility rubric. Pick Analyze AI if you need AI traffic and revenue attribution, clearer prompt limits for the price and agency and white-label features. Pick RankRush if you need an AI-readiness site audit, content writing and publishing and off-site and Reddit work.

Analyze AI #26 · RankRush #21 · OF 45 TOOLS
24-check rubric Verified 23 to 24 September 2026

Outcome

Does it help you rank in AI answers?

Analyze AI
5/8
RankRush
5.5/8

Performance

Can you trust the data?

Analyze AI
6/8
RankRush
6/8

Features

Does it fit your team?

Analyze AI
5/8
RankRush
4.5/8

Weighted total

Outcome counts double

Analyze AI
21/32
RankRush
21.5/32

The short answer

Analyze AI or RankRush: which should you choose?

We only list a check as a win when one tool scores higher and the other tool's answer is documented. Ties and gaps in Analyze AI's public docs are left out.

Choose Analyze AI if you need

  • AI traffic and revenue attribution GA4 connection: AI-referred sessions by platform, landing pages with engagement, bounce and conversions, individual session paths, visibility-vs-visitors overlay. Pricing FAQ says all plans; plan table shows it on Pro.
  • clearer prompt limits for the price Growth $99/mo = 25 tracked prompts daily on 3 engines (2,250 answers/mo) + 50 ad hoc prompts; Pro $250 = 35 prompts on 4 engines (3,150 answers/mo) + 100 ad hoc.
  • agency and white-label features Separate workspaces per brand that agencies switch between; no white-label found.
  • broad integrations GA4 (documented); privacy policy lists GSC, Adobe, Matomo, Slack/Teams alerts, Looker Studio, Tableau, Power BI, BigQuery; Agent Builder nodes for HubSpot, WordPress, Notion, Sanity, Contentful. Plan gating of most connectors not stated.
  • team seats Unlimited seats on all plans.
  • alerts and scheduled reports Weekly Monday email brief with week-over-week deltas, competitor moves and actions; Agent Builder supports scheduled runs with Slack alerts.

Choose RankRush if you need

  • an AI-readiness site audit The website audit crawls your site and checks robots.txt, llms.txt, schema and crawlability, around 120 checks across five stages.
  • content writing and publishing Publish plans topics, writes articles and pushes them to WordPress with Yoast or Rank Math meta. Starter and up.
  • off-site and Reddit work Buzz finds Reddit threads where your brand belongs and drafts replies. You post them yourself, nothing is auto-posted.
  • API or MCP access REST API, npm and Python CLI, and an MCP server. API on every paid plan.
  • security certifications EU company based in Zagreb, Croatia. Production data hosted in the EU (Ireland), operating under GDPR. No SOC 2.

At a glance

Analyze AI vs RankRush: pricing, engines and data

Prices and plan limits as each vendor published them on 23 to 24 September 2026. Check the vendor's pricing page before you buy, AI visibility pricing changes monthly.

Lowest listed price

Analyze AI

From $99/mo

RankRush

From €59/mo

Pricing and trial

Analyze AI

Growth $99/mo, Pro $250/mo, Custom (talk to sales); free trial offered (length not stated). Lowest listed price $99/mo.

RankRush

Public pricing from €59 to €1,899 a month, about 20% off yearly. 14-day free trial on Starter and Pro.

AI engines

Analyze AI

Growth includes only 3 engines (ChatGPT, Google AI Mode, Perplexity); Pro a 4th; Gemini, Claude, Grok, DeepSeek are paid add-ons; all engines only on Custom. Docs list ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot; Google AI Overviews not mentioned.

RankRush

ChatGPT, Perplexity and Google AI Overviews on every plan, Claude as a paid add-on. No Google AI Mode, Copilot or Grok. Scored on the entry plan: 3 engines without add-ons.

How answers are captured

Analyze AI

Not disclosed; docs only say 'real prompt runs against the live engines'.

RankRush

Google AI Overviews from the live Google results page. ChatGPT, Perplexity and Claude through their official APIs with web search on.

Scan frequency

Analyze AI

Tracked prompts run daily, plus rate-limited on-demand runs.

RankRush

Scheduled weekly scans. Starter includes 4 visibility scans a month.

All 24 checks

The full Analyze AI vs RankRush comparison

Eight checks in each of three groups. Yes scores 1, Partial 0.5, No or not documented 0. Every Analyze AI cell links to the page we verified it on.

Outcome: Does it help you rank in AI answers?

Analyze AI 5/8 · RankRush 5.5/8

Fix guidance

Does it tell you what to fix, page by page?

Analyze AI Yes

Weekly recommendations (Growth/Pro; daily on Custom) from visibility gaps; weekly brief ends with numbered actions tied to evidence with expected result and time window; Opportunities table lists prompts where competitors are cited and you are not.

Source ↗
RankRush Yes

Every failed audit check becomes a fix task with instructions, target URLs and paste-ready code.

AI-readiness audit

Does it audit your site for AI crawlers, robots.txt, llms.txt and schema?

Analyze AI Partial

Only free tools: AI Website Audit (AI readiness, technical SEO, schema, crawlability) and an llms.txt generator. No in-product site audit documented.

Source ↗
RankRush Yes

The website audit crawls your site and checks robots.txt, llms.txt, schema and crawlability, around 120 checks across five stages.

Content and publishing

Does it write content and publish it to your CMS?

Analyze AI Partial

Content Writer pipeline (ideas from LLM gaps, research, outline, sourced draft) and Content Optimizer rework with QA; 1 writer + 1 optimizer workflow on Growth, 10/5 on Pro. Docs say export and publish in your CMS yourself; site mentions export to Google Docs/WordPress.

Source ↗
RankRush Yes

Publish plans topics, writes articles and pushes them to WordPress with Yoast or Rank Math meta. Starter and up.

Off-site work

Does it help you earn mentions on Reddit and third-party sites?

Analyze AI Partial

Citation intelligence ranks cited URLs by Authority and Risk Score and names which brands appear on each page ('your best outreach target'); MCP playbook drafts a citation outreach plan. No outreach or community posting workflow.

Source ↗
RankRush Yes

Buzz finds Reddit threads where your brand belongs and drafts replies. You post them yourself, nothing is auto-posted.

Action impact

Does it measure whether a fix actually moved visibility?

Analyze AI Partial

Marketing FAQ says you can watch whether mentions, position and sentiment change after shipping; MCP offers a before/after campaign analysis playbook. No in-product per-action impact tracking documented.

Source ↗
RankRush Partial

Per-action tracking (worked, no change, inconclusive) is built but not yet open to every customer.

AI crawler analytics

Does it show which AI bots crawl your site?

Analyze AI No

No AI crawler/server-log analytics in docs, pricing or features.

Source ↗
RankRush No

No AI crawler log analytics yet.

Traffic attribution

Does it tie AI visibility to traffic or revenue?

Analyze AI Yes

GA4 connection: AI-referred sessions by platform, landing pages with engagement, bounce and conversions, individual session paths, visibility-vs-visitors overlay. Pricing FAQ says all plans; plan table shows it on Pro.

Source ↗
RankRush No

Google Search Console keyword import only. No GA4 or AI referral attribution yet.

Same-day self-serve

Can you sign up alone and see data the same day?

Analyze AI Yes

Self-serve 'Start Free Trial'; quickstart says first results within a few minutes of tracking prompts (about 15 minutes signup to data). Trial length and card requirement not stated.

Source ↗
RankRush Yes

Self-serve signup. Onboarding generates your keywords and runs the first scan automatically. 14-day free trial on Starter and Pro.

Performance: Can you trust the data?

Analyze AI 6/8 · RankRush 6/8

Engine coverage

How many AI engines does the entry plan include, without paid add-ons? 5 or more is Yes, 3 to 4 Partial, 2 or fewer No.

Analyze AI Partial

Growth includes only 3 engines (ChatGPT, Google AI Mode, Perplexity); Pro a 4th; Gemini, Claude, Grok, DeepSeek are paid add-ons; all engines only on Custom. Docs list ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot; Google AI Overviews not mentioned.

Source ↗
RankRush Partial

ChatGPT, Perplexity and Google AI Overviews on every plan, Claude as a paid add-on. No Google AI Mode, Copilot or Grok. Scored on the entry plan: 3 engines without add-ons.

Consumer-app capture

Does it capture answers from the consumer apps (UI) or only from APIs?

Analyze AI Not documented

Not disclosed; docs only say 'real prompt runs against the live engines'.

Source ↗
RankRush Mixed

Google AI Overviews from the live Google results page. ChatGPT, Perplexity and Claude through their official APIs with web search on.

Citation URLs

Does it show the exact URLs AI cites?

Analyze AI Yes

Every cited URL with content type, whether your brand is on it and which brands appear, plus top cited domains and the chats that produced each citation.

Source ↗
RankRush Yes

Every cited URL is stored per answer and resolved to a brand, so you see which sources cite your competitors.

Scan frequency

Does it re-check prompts at least weekly?

Analyze AI Yes

Tracked prompts run daily, plus rate-limited on-demand runs.

Source ↗
RankRush Yes

Scheduled weekly scans. Starter includes 4 visibility scans a month.

Prompts per price

Is the prompt allowance clear and fair for the entry price?

Analyze AI Yes

Growth $99/mo = 25 tracked prompts daily on 3 engines (2,250 answers/mo) + 50 ad hoc prompts; Pro $250 = 35 prompts on 4 engines (3,150 answers/mo) + 100 ad hoc.

Source ↗
RankRush Partial

Keyword allowance scales by plan, up to 100 tracked keywords per website. Per-plan caps are not yet listed on the pricing page.

Markets and languages

Can you track by country and language?

Analyze AI Yes

Each prompt can target a specific country; locale and language variants tracked where engines provide them. Number of markets not published.

Source ↗
RankRush Yes

Country, language and cities set per website and applied to every scan.

Competitor benchmark

Does it benchmark you against named competitors?

Analyze AI Yes

Unlimited competitor tracking, share of voice per engine, auto-suggested competitors from answers, perception quadrant and battlecards.

Source ↗
RankRush Yes

Every cited brand is recorded. Up to 5 tracked competitors per website on the visibility chart, with suggestions from real citations.

Method transparency

Does it publish how scores are calculated?

Analyze AI Partial

Metrics reference defines visibility (answers mentioning you / total), position, sentiment bands, share of voice, and publishes Risk Score component weights; notes run-to-run variance. No sampling or collection method.

Source ↗
RankRush Partial

Visibility = answers where you appear divided by answers scored, per engine, failed checks excluded. Full method not yet published.

Features: Does it fit your team?

Analyze AI 5/8 · RankRush 4.5/8

Public pricing and trial

Are prices public, with a trial or free tier?

Analyze AI Yes

Growth $99/mo, Pro $250/mo, Custom (talk to sales); free trial offered (length not stated). Lowest listed price $99/mo.

Source ↗
RankRush Yes

Public pricing from €59 to €1,899 a month, about 20% off yearly. 14-day free trial on Starter and Pro.

Agency and white-label

Does it support multiple clients and branded reports?

Analyze AI Partial

Separate workspaces per brand that agencies switch between; no white-label found.

Source ↗
RankRush No

1 to 50 websites per account by plan. No white-label yet, reports carry RankRush branding.

Prospecting

Can agencies scan prospects to win new clients?

Analyze AI Not documented

No prospecting or pitch features found; free AI Website Audit exists but is not positioned for pitches.

Source ↗
RankRush Yes

Lead Desk: upload a CSV of prospects, scan them in bulk and download a report for each one to send. Pro and up.

Integrations

Does it connect to GA4, GSC, CMSs and Slack?

Analyze AI Yes

GA4 (documented); privacy policy lists GSC, Adobe, Matomo, Slack/Teams alerts, Looker Studio, Tableau, Power BI, BigQuery; Agent Builder nodes for HubSpot, WordPress, Notion, Sanity, Contentful. Plan gating of most connectors not stated.

Source ↗
RankRush Partial

Google Search Console and WordPress. No GA4, Looker Studio, Shopify or Slack yet.

API and MCP access

Can you get the data out programmatically?

Analyze AI Partial

Remote MCP server (Growth+) with read analyses and write access limited to prompt management and runs. No public REST API or CLI found.

Source ↗
RankRush Yes

REST API, npm and Python CLI, and an MCP server. API on every paid plan.

Team seats

Can your whole team log in?

Analyze AI Yes

Unlimited seats on all plans.

Source ↗
RankRush No

One user per account today. No team seats yet.

Alerts and reports

Does it alert you or email scheduled reports?

Analyze AI Yes

Weekly Monday email brief with week-over-week deltas, competitor moves and actions; Agent Builder supports scheduled runs with Slack alerts.

Source ↗
RankRush Partial

On-demand PDF export of your report and scheduled scans. No alert or digest emails yet.

Security and compliance

Is it SOC 2 certified or GDPR-backed with EU data?

Analyze AI No

Operated from the US with data processed in the US; no SOC 2, ISO or EU data residency claim found.

Source ↗
RankRush Partial

EU company based in Zagreb, Croatia. Production data hosted in the EU (Ireland), operating under GDPR. No SOC 2.

About Analyze AI

AI Search Analytics: Grow visibility, traffic and conversions / maps how AI answers portray your brand, shows who appears beside you, and ties it all to traffic and conversions - analytics plus GA4 attribution, content workflows and no-code marketing agents

Headquarters
United States (Analyze AI, Inc.; Wilmington, DE registered address; 'operated from the United States')
Founded
2024 (foundingDate in own Organization schema)
Funding
Unknown (none disclosed on own site)
tryanalyze.ai ↗

How we scored Analyze AI

We checked Analyze AI's pricing page, docs, help center and changelog on 23 to 24 September 2026 against 24 checks. Outcome checks count double because a tool that tracks but never helps you rank is a report, not a fix. Analyze AI ranks #26 of 45.

RankRush was scored from its own product code, strictly, and ranks #21. Competitors were scored from their public marketing and docs, which tends to flatter them slightly. A Yes often means "on some plan", plan gating is in the notes.

Spotted something out of date? Email [email protected] and we will re-check it.

FAQ

Analyze AI alternative: common questions

Straight answers from the same data as the table above.

Is RankRush a good Analyze AI alternative?

It depends on what you need. Pick RankRush if you need an AI-readiness site audit, content writing and publishing and off-site and Reddit work. Pick Analyze AI if you need AI traffic and revenue attribution, clearer prompt limits for the price and agency and white-label features. On our 24-check rubric Analyze AI ranks #26 and RankRush ranks #21 of 45 AI visibility tools.

How much does Analyze AI cost?

Growth $99/mo, Pro $250/mo, Custom (talk to sales); free trial offered (length not stated). Lowest listed price $99/mo. Prices were checked on 23 to 24 September 2026. RankRush starts at €59 a month with a 14-day free trial on Starter and Pro.

Which AI engines does Analyze AI track?

Growth includes only 3 engines (ChatGPT, Google AI Mode, Perplexity); Pro a 4th; Gemini, Claude, Grok, DeepSeek are paid add-ons; all engines only on Custom. Docs list ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot; Google AI Overviews not mentioned. RankRush tracks ChatGPT, Perplexity and Google AI Overviews on every plan, with Claude as a paid add-on.

Does Analyze AI have a free trial?

Self-serve 'Start Free Trial'; quickstart says first results within a few minutes of tracking prompts (about 15 minutes signup to data). Trial length and card requirement not stated. RankRush offers a 14-day free trial on Starter and Pro.

What is the difference between Analyze AI and RankRush?

Analyze AI: AI Search Analytics: Grow visibility, traffic and conversions / maps how AI answers portray your brand, shows who appears beside you, and ties it all to traffic and conversions - analytics plus GA4 attribution, content workflows and no-code marketing agents. RankRush: AI visibility tracking plus the audit, content and Reddit work that moves it. Analyze AI is ahead on traffic attribution, prompts per price, agency and white-label, integrations, team seats and alerts and reports. RankRush is ahead on AI-readiness audit, content and publishing, off-site work, API and MCP access and security and compliance.

See where your brand stands in AI answers.

Track ChatGPT, Perplexity and Google AI Overviews, audit your site for AI crawlers and turn every gap into a fix. 14-day free trial on Starter and Pro, from €59 a month.

Start free trial See pricing