Cycling through all six. Tap any point to stop.

Measured on six things

Topical maps for SEO, built on live Google search data

Speed

Lighthouse mobile 57/100 with LCP 3.5s and TBT 747ms — a marketing page that ships enough JavaScript to feel sluggish on mobile. Desktop 77/100 is fine; CLS is excellent at 0.002.

Screenshots

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Topical Map AI

About this app

Enter a topic or site and get a complete SEO topical map. An SEO map lists hundreds of keywords grouped into clusters, with search volume and difficulty shown wherever Google reports a number. Exports to CSV and PDF.

Key features

1AI-generated topical maps: hundreds of keywords clustered by topic, with search volume and difficulty from DataForSEO where available.
2Content briefs per cluster, plus CSV, Excel and PDF export — including white-label PDF reports for client work.
3Batch generation (5-10 maps at once), 20+ languages, 25+ countries, bring-your-own OpenAI key, and REST API on the top tier.

Target customer profile

Drawn from the product itself, not from a survey.

Demographic

Solo bloggers and niche site owners

Pain points

Manual keyword research and clustering is time-consuming and error-prone; limited budget for expensive SEO tools.

Primary needs

Affordable, automated topical map generation with export options and content briefs.

Demographic

Freelance SEOs and content marketers

Pain points

Need to deliver client-ready reports quickly; juggling multiple tools and spreadsheets.

Primary needs

Batch map generation, white-label exports, and easy collaboration for client work.

Demographic

Small agencies and content teams

Pain points

Scaling content strategy across multiple clients is resource-intensive; enterprise tools are overkill.

Primary needs

Team collaboration, API access, and scalable pricing to manage multiple projects efficiently.

Scout Review

Written by AI from measured evidence, scored out of 100.

Topical Map AI is a focused, competent indie SEO tool that does one job — turning a niche into a clustered topical map with search volume, difficulty and content briefs — and does it with a genuinely tidy interface and honest data handling. The landing page is average-to-good, the app UI is better than the marketing, and the 3-step flow plus CSV/PDF export and white-label reports make it a plausible pick for solo bloggers and freelancers who find Ahrefs and Semrush overkill. The weaknesses are real: a mobile page that ships too much JavaScript (LCP 3.5s, TBT 747ms), a security posture that stops at HTTPS and DMARC, accessibility gaps that hit the core table experience, and no visible documentation. It's a solid mid-tier product with a clear niche and room to sharpen.

Measure by measure

Usability

Clear 3-step flow, visible search/filter controls, CSV/PDF export and content briefs make the core job legible. Undercut by a price-first modal, blank table cells where DataForSEO has no volume, and no visible docs or help center.

Design

Competent, template-driven SaaS landing page: consistent orange accent, clear hero hierarchy, and a genuinely tidy dark-mode map UI. The auto-loading welcome modal and generic feature-card grid keep it firmly average.

Speed

Lighthouse mobile 57/100 with LCP 3.5s and TBT 747ms — a marketing page that ships enough JavaScript to feel sluggish on mobile. Desktop 77/100 is fine; CLS is excellent at 0.002.

Security

HTTPS enforced with SPF and DMARC in place, but zero of the modern hardening headers (no HSTS, CSP, frame protection, Referrer-Policy) and no published SOC 2, pen-test or bug bounty. Table stakes met, nothing more.

Accessibility

Lighthouse 88/100 with 20+ language support is solid, but contrast failures, out-of-order headings, unlabeled form inputs and a headerless data table are real WCAG gaps. No published a11y statement.

Growth

A real, specific problem (topical mapping is tedious) with a clear wedge: single-job focus, white-label PDFs, BYO OpenAI key, and a price well under Ahrefs/Semrush. Crowded category, but the niche is defensible.

Improvement areas

Mobile performance: 57/100 Lighthouse with 3.5s LCP and 747ms TBT — trim JavaScript on the marketing page.
Security hardening: add HSTS, CSP, frame protection and Referrer-Policy; publish a security page and consider a pen-test.
Accessibility: fix table headers, form labels, heading order and contrast; publish a WCAG conformance statement.
Documentation: no visible help center or docs; move the pricing modal behind a click instead of firing on load.

Design & Usability

Topical Map AI looks like what it is: a focused indie SEO tool with a clean, consistent orange-accented landing page and a genuinely well-built dark-mode map interface. The tabular typography in the app is disciplined — right-aligned numbers, quiet separators, honest blank cells where DataForSEO has no volume. The marketing site is more generic: a hero, three how-it-works cards, a six-card feature grid, testimonials, a comparison table. Usability is where it earns its keep — the 3-step flow (generate, customize/export, create) is legible, the search and 'only keywords with search volume' filter sit right above the content, and CSV/PDF export plus content briefs cover the actual job. What drags it down: a welcome modal that fires before you've read anything and shows pricing up front, a low-contrast 'Maybe later' dismissal, and no visible documentation or help center to speak of.

Speed & Security

Speed is the weak spot. Lighthouse mobile scores 57/100 with an LCP of 3.5s and 747ms of total blocking time — that's a lot of JavaScript for a page that mostly displays text and a button. Desktop is a healthier 77/100 and CLS is essentially perfect at 0.002, so the layout is stable; it's the main-thread work that bites. Security is table stakes and not much else: HTTPS is enforced and SPF/DMARC are configured, but there's no HSTS, no CSP, no frame protection, no Referrer-Policy or Permissions-Policy — 4 of 12 checklist points. No SOC 2, ISO, pen-test or bug bounty is published anywhere I could find. For a tool that handles your OpenAI API key and client deliverables, that's thin. Neither dimension is broken; both are clearly behind what a paid $56-$179/mo product should ship.

Accessibility & Growth

Accessibility lands at a respectable 88/100 on Lighthouse with 20+ language support, but the failing audits are the kind that matter: insufficient color contrast, headings out of sequence, form elements without labels, and a large data table with no `<td>` headers. For a product whose entire value is a big table of keywords, that last one is a real problem for screen-reader users. No WCAG conformance statement is published. Growth is the more interesting question. The problem is real — manual keyword clustering is genuinely miserable — and the positioning is sharp: one job, done well, at a fraction of Ahrefs or Semrush. The differentiators are concrete: white-label PDF export for freelancers, content briefs built in, bring-your-own OpenAI key to control costs, batch generation and a REST API on the top tier. The limit is that the wedge is narrow and copyable; the incumbents already have the keyword data and could bolt on clustering. The site's own claims of 3,000+ accounts and 11,000+ maps suggest real usage, but the category is crowded and the moat is thin.

Conclusion

If you're a solo blogger or freelance SEO who wants a topical map without paying for a full suite, Topical Map AI is a reasonable $56/mo bet — the white-label PDF export and content briefs alone justify it for client work. Go in knowing what you're getting: a single-purpose tool, not a platform. The honest blank cells where DataForSEO has no volume are a feature, not a bug, and the app UI is better than the site selling it. What would move this from solid to strong: cut the mobile JavaScript weight, add the missing security headers and a real docs/help center, fix the table headers and form labels, and publish an accessibility statement. None of that is hard. All of it would make the product match the confidence of its pricing page.

Suggestions for improvement

Cut mobile JavaScript weight — 747ms TBT and 3.5s LCP are dragging a text-heavy page down.
Add HSTS, CSP, frame protection and Referrer-Policy; publish a security page and consider a pen-test.
Fix the data table: add `<th>` headers, label form inputs, correct heading order, raise contrast.
Ship a real docs/help center and move the pricing modal behind a click instead of firing it on load.

How we score

Alternatives comparison

Named competitors, point by point. Nobody paid to appear here or to be left out.

	Topical Map AI	Ahrefs	Semrush
Dedicated topical map generation	Yes — core product, AI-clustered maps with content briefs	No — keyword research and backlinks, no dedicated topical map	No — full SEO suite, topical mapping not a dedicated feature
Starting price	$56/mo (Basic, 25 maps); Pro $104, Enterprise $179	Significantly higher; full suite pricing	Significantly higher; full suite pricing
Search volume & difficulty data	Partial — DataForSEO, blank where no volume reported	Yes — proprietary keyword database	Yes — proprietary keyword database
White-label PDF export for clients	Yes — branded PDF reports with your logo	Reports available; white-label not a focus	Reports available; white-label on higher tiers
Backlink analysis & site audits	No — single-purpose topical mapping tool	Yes — industry-leading backlink index and site audit	Yes — backlink analytics, site audit, rank tracking
Multi-language support	20+ languages, 25+ countries	Multi-language keyword databases	Multi-language keyword databases