Unlimited scans (fair use) on paid plans
Scan weekly during projects, rescan after fixes, or check drift after content updates — no artificial monthly limits.
Step 1
Run a free scan
See your radial drift map, clusters, site focus, and issue counts
(duplicates, thin pages, orphans, zombies, underperformers, linking gaps, and more).
Step 2
Unlock affected URLs
Upgrade to reveal exact URL lists for each issue category (e.g., which pages are thin, orphaned,
duplicate, underperforming, etc.), plus filtering and exports.
Step 3
Add the Audit (optional)
Get a done-for-you remediation blueprint: executive report, priority sequencing,
consolidation recommendations, internal link strategy, and a clear 30/60/90-day plan.
Important: The app helps you diagnose issues and track improvements.
The Audit delivers a strategic execution sequence (what to fix first and why).
Coverage
What Topical Drift detects (and scores by severity)
Free scans show maps + counts. Paid plans unlock URLs, page diagnostics, and exports.
The Audit turns findings into a sequenced remediation plan.
Map → Clusters → Fix list
Counts → URLs → Page detail
- Radial drift map + semantic zones: see what’s Core/Focus/Extended/Peripheral and which pages drift over time
- Cluster architecture: weak clusters, isolated clusters, overbuilt clusters, broken silos, and overlap/cannibalization patterns
- Internal link meaning mismatch: when anchor + surrounding context contradicts the destination page’s meaning
- Orphans & “lost cows”: pages that are weakly linked, undiscoverable, or stranded outside hubs
- Zombies & underperformers: indexed visibility with little/no clicks, or core pages losing traction
- CTR opportunities: high impressions with weak CTR (rewrite intent match + snippet assets)
- Thin content signals: pages that don’t cover the intent/entities needed to compete
- Meta tag issues: titles/descriptions that don’t support the winning intent (length, clarity, mismatch)
- Deep structure analysis (HDR): heading density ratio, section variance, “bullet spam”, over-segmentation, and chunkability
- Crawl/extraction cost: boilerplate load, DOM complexity, content-to-noise ratio, missing schema, and extraction blockers
- Growth opportunities: easy link wins, expand winners, strengthen core clusters, breakout pages
Done-for-you
Topical Drift Audit
The app shows you what’s wrong. The Audit tells you what to do first—with a fix sequence you can execute.
- Executive report + narrative analysis
- Prioritized remediation sequence (30/60/90)
- Consolidation & cannibalization plan
- Internal linking strategy built from semantic neighbors
- Structure/HDR cleanup recommendations
Want to start free? Run a scan.
Free Scan
1 site
$0
Run a full drift analysis and see your radial map, clusters, and issue severity with affected URL counts. Upgrade to unlock the exact URLs and page-level diagnostics.
- 1 site
- Up to 500 pages
- 3 scans per month
- Interactive radial drift map
- Cluster visualization + coherence preview
- Issue list + severity (Critical / High / Medium)
- Affected URL counts per issue
- Locked: exact affected URL lists
- Locked: per-page diagnostics (Health + HDR + Crawl Cost)
- Locked: internal linking recommendations
- Locked: exports + historical tracking
No credit card required
Most Popular
Professional (Everything Unlocked)
5 sites
$249/mo
Unlock every affected URL and the full page-level diagnostics to fix issues, validate improvements, generate internal linking recommendations, and export clean remediation lists.
- 5 sites ($49.80/site)
- Up to 5,000 pages per site
- ✨ Unlimited scans (fair use)
- Unlock affected URL lists for every issue
- Unlock per-page diagnostics (Health + HDR + Crawl Cost)
- Clustering drill-down (cluster pages, coherence, top keywords)
- Internal linking recommendations (similarity scoring + placement hints)
- Chunk-level similarity scoring (rolling out)
- Duplicate clusters + similarity group views
- Orphan/zombie/thin detail panels
- CTR + underperformer detection
- Historical tracking (6 months)
- CSV + PDF exports
- Priority support (24hr response)
One plan. Everything unlocked.
Agency (Scale + White-label)
20 sites
$499/mo
Scale across clients with white-label reporting, seats, deeper automation, and priority processing.
- 20 sites ($24.95/site)
- Unlimited pages per site
- ✨ Unlimited scans (fair use)
- Everything in Pro, plus:
- White-label reports with your branding
- Historical tracking (unlimited)
- Multi-user accounts (5 seats)
- Dedicated account manager
- Priority processing queue
- Slack/webhook alerts
Built for recurring client work
Topical Drift Audit (Done-for-you)
One-time
$1,997+
A complete remediation blueprint: what to fix first, why it matters, and how to execute.
- Executive report + narrative analysis
- Prioritized remediation sequence (fix-first roadmap)
- Duplicates + consolidation recommendations
- Zombie/orphan/thin remediation plan
- Internal linking strategy + architecture guidance
- Similarity-based link plan (site-wide opportunities)
- Cluster expansion blueprint (what to publish next)
- Includes 90 days Pro access to monitor improvements
Best for: teams that want a clear execution plan
What’s unlocked in Pro?
Free shows issue categories + affected URL counts. Pro unlocks the exact URLs, page-level diagnostics (Health, HDR, Crawl Cost, duplicates), and internal linking recommendations (similarity scoring + placement hints).
Important: The app diagnoses issues and validates improvements.
The Audit delivers the sequenced execution plan (what to fix first and why).
Enterprise
Need custom limits, SSO, or on-premise?
Custom plans for enterprises, large agencies, and SaaS platforms.
Unlimited sites, unlimited scans (fair use), on-premise deployment, custom SLA, SSO, dedicated infrastructure.
Contact Sales
Starting at $1,500/month
Scale as you grow
Most teams never hit their limits. If you do, expand seamlessly — no plan change required. Add-ons apply to Professional.
$29/mo
Additional Site
Add 1 more site to your Professional plan.
$19/mo
+1,000 Pages per Site
Expand page capacity for larger content libraries (Professional).
Up to +10,000 pages/site total.
$49/mo
Extended History
12-month historical tracking (Professional includes 6 months).
$199/mo
Priority Support SLA
4-hour response time guarantee (business hours).
Page capacity applies per site. Need higher limits or custom workflows? See Agency or Enterprise.
Want the strategy layer? The Topical Drift Audit includes a prioritized execution plan and 90 days of Pro access.
Included
Every plan includes
- Built-in scan capacity (Free: 3/month • Paid: unlimited fair use)
- Radial drift map + semantic zones
- Cluster detection (auto-optimized K-means + coherence scoring)
- Issue detection + severity scoring (critical → opportunity)
- Issue list + affected URL counts per issue
- UMAP semantic projection for similarity mapping
- Main-content extraction (template & boilerplate reduction)
- Embeddings included (no external API key required)
- Structural analysis (HDR, variance, heading distribution)
- Cost-to-Retrieval scoring (extraction & crawl efficiency)
- Actual & normalized distance modes
- SDI (Structural Drift Index) scoring
- Internal linking opportunities (preview in Free)
Paid plans add: CSV exports, full URL unlocks, page-level diagnostics, and a 14-day free trial.
Good to know
Fair use policy
“Unlimited scans” means you can rescan whenever strategy changes, content updates,
or traffic shifts require validation. Most users scan 1–2 times per month, but
frequent iteration is fully supported.
✅ Fair use includes:
- Weekly scans during remediation projects
- Before/after testing to measure structural fixes
- Cluster expansion validation
- Internal linking optimization cycles
- Comparing strategic pivots or topic expansions
- Page limits apply to indexable URLs discovered via sitemap or crawl
- Similarity scoring runs on page-level embeddings (chunk-level in Pro+)
- Excessive automated usage may require enterprise pricing
- Sites requiring authentication may need custom configuration
- Cancel anytime (no annual lock-in required)
- Annual billing available (save 15%)
Compare
Unlock comparison
| Feature | Free | Professional | Agency |
|---|---|---|---|
| Sites | 1 | 5 | 20 |
| Pages per site | 500 | 5,000 | Unlimited |
| Scans per month | 3 | Unlimited | Unlimited |
| Radial drift map + clusters | |||
| Issue severity + affected URL counts | |||
| Exact affected URL lists (per issue) | — | ||
| Per-page diagnostics (Health + HDR + Crawl Cost) | — | ||
| Cluster drilldowns (pages, coherence, top keywords) | Preview | ||
| Internal linking recommendations (similarity-scored) | Preview | ||
| Deep structure analysis (HDR + structural drift) | Preview | ||
| Chunk-level similarity scoring | — | Soon | Soon |
| Exports | — | CSV + PDF | CSV + PDF (WL) |
| Historical tracking | — | 6 months | Unlimited |
| White-label | — | + Branding | |
| Support | Email (48hr) | Priority (24hr) | Dedicated |
| Price | $0 | $249/mo | $499/mo |
FAQ
Pricing questions
Yes, absolutely. Scan as often as your workflow requires. We only ask that you use the tool reasonably (no automated abuse).
Pro unlocks visibility (URLs + per-page diagnostics) and helps you track progress.
The Audit delivers a strategic remediation blueprint — what to fix first, why it matters, and a sequenced execution plan.
Your card will be charged automatically at the end of your trial period. You can cancel anytime during the trial with no charge.
Yes, you can change plans anytime. Upgrades take effect immediately with prorated billing. Downgrades take effect at your next billing cycle.
Save 15% with annual billing
Pay yearly and get 2 months free. Perfect for agencies with long-term clients.
Professional: $2,499/year
Agency: $4,999/year
Start with a free scan, then unlock what you need
Get your first drift map in minutes. Upgrade to reveal affected URLs and page details. Add the Audit if you want a done-for-you remediation blueprint.