Patrick Stox SEO Forecast
Patrick Stox SEO Forecast: Deep, free SEO forecasting for analysts comfortable working from CSV data. Ranked #12 of 39 in SEO Forecasting Software by our editors (7.8/10); pricing: Free plan; best for analysts wanting rigorous free scenario forecasts.
At a glance
- Editor score7.8 / 10
- PricingFree plan
- Best forAnalysts wanting rigorous free scenario forecasts
- Free planYes
- Paid fromNone
- Scenario planningYes
- Facts checked13 Oct 2026
Where it wins
- Backtests five forecasting models and selects by MASE
- Models algorithm-update level shifts and competitor share of voice
- Connects ranking scenarios to conversions, revenue, ROI, and CPC value
Where it doesn't
- Requires users to prepare and upload CSV files
- Web browser access only, with no native mobile platform
- No paid tiers or team-oriented plan options
Our verdict on Patrick Stox SEO Forecast
Patrick Stox SEO Forecast is a free, no-signup browser tool for analysts projecting organic-search performance from historical data. It accepts CSV files from Search Console, GA4, Ahrefs, Semrush, Adobe, Google Trends, and generic date-value sources. The product covers traffic, visibility, keyword rankings, revenue impact, and scenario planning, making it suitable for SEO teams and business stakeholders who need forecasts without a subscription.
Forecasting depth is the main differentiator. Seasonal-naive, drift, ETS, Theta, and updates-aware models can be evaluated through rolling-origin backtesting, with automatic selection by MASE. Google algorithm updates are represented as measurable permanent level shifts rather than treated as unexplained noise. Analysts can compare multiple sites and share of voice, model ranking changes using search volume and click-through rate by position, and apply 80% or 95% prediction bands. Stress testing and anomaly markers add context when reviewing projected outcomes.
The workflow is file-centered: users upload CSV data, configure a weekly, monthly, or uploaded cadence, and export CSV, PNG, or scenario files. Processing runs locally in the browser unless a user explicitly creates a share link, which suits teams that prefer browser-based analysis and local handling. The trade-off is that teams must maintain clean source exports and work within a web-only interface; there are no paid tiers or broader plan options for organizational procurement. Choose it for detailed, self-directed SEO scenarios and business cases. Consider another tool if you need native mobile access, managed data connections, or tiered team administration.
Your product? Our editors can test Patrick Stox SEO Forecast in depth and publish a review, labelled as paid · from $99/mo →
Patrick Stox SEO Forecast pricing
Patrick Stox SEO Forecast fact sheet
| Free plan | Yes |
|---|---|
| Paid from | None |
| Traffic forecasting | Yes |
| Keyword rank forecasting | Yes |
| Visibility forecasting | Yes |
| Revenue impact forecasting | Yes |
| Scenario planning | Yes |
| Historical data window | Not verified |
| Forecast granularity | Not verified |
| Deployment | Cloud |
| Platforms | Web |
| Pricing | Free plan |
| Website | patrickstox.com |
| Facts checked | 13 Oct 2026 |
Alternatives to Patrick Stox SEO Forecast
- SemrushBroad SEO, competitor and AI visibility coverage for teams that need enterprise depth.9.3
- AhrefsA broad SEO data platform for research, tracking, audits, backlinks and planning.9.1
- ConductorA broad SEO and AI-visibility suite with monitoring, content tools, APIs, and enterprise controls.9.0
See all Patrick Stox SEO Forecast alternatives →
Used Patrick Stox SEO Forecast? Be the first to review it
The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used Patrick Stox SEO Forecast for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.
Write a reviewTwo minutes · verified accounts only · read by an editor before it appears
Featured on iTechGuides
Patrick Stox SEO Forecast is listed in our SEO Forecasting Software directory. Add the badge to your site — it links back to this page.
<a href="https://www.itechguides.com/products/patrick-stox-seo-forecast/"><img src="https://www.itechguides.com/best/badge/patrick-stox-seo-forecast.svg" alt="Featured on iTechGuides" width="230" height="46"></a>
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. How we rank.
Last updated · How we research and update