Pick
Screaming Frog
Pick Screaming Frog if you want the cheaper option ($0/mo vs $999/mo).
Head-to-head review · Updated June 2026
Screaming Frog vs WordLift: which one wins in 2026?
Screaming Frog and WordLift both claim to do the same thing: tell you where your brand shows up in AI search. They go about it differently enough that the choice matters. Screaming Frog has raised Bootstrapped, WordLift has raised $5.3M across 2 rounds; WordLift is the more-funded incumbent; Screaming Frog is the leaner challenger.
Screaming Frog is cheaper out the gate, but that's not the only thing that matters. The right pick depends on which dimension matters most for you.
The verdict
★ Our pick
Pick
WordLift
Pick WordLift if you want the cheaper option ($999/mo vs $0/mo); and you trust traction signals — they list 4 customers, Screaming Frog lists 0; and you want the better-funded company ($5.3M across 2 rounds).
If neither is right, GrowthManager.ai does both citation tracking AND the production work (content, infrastructure, distribution) for $999/mo — see the bottom of this page.
The case for Screaming Frog
Screaming Frog has raised Bootstrapped. Founded by Dan Sharp, based in Henley-in-Arden, UK. Pricing starts at $0/mo.
Desktop SEO crawler used by technical SEOs everywhere.
What people praise
- Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
- Comprehensive technical audit catches broken links, redirect chains, duplicate content, missing canonicals, and metadata errors in one pass.
- Custom extraction with XPath and CSS selectors is repeatedly cited as the killer feature for scraping data no other crawler can pull.
- Recent integrations with OpenAI, Claude, and Gemini let users run prompts against scraped content during a crawl.
Where it falls short
- Desktop-only Java app, so reviewers complain there is no cloud dashboard and no way to share live crawl data with teammates.
- Heavy memory footprint, with users reporting that large sites (1M+ URLs) require 32GB RAM and database storage mode.
- UI looks dated and the learning curve is steep for non-technical users, especially around XPath extraction.
- No keyword research, backlink analysis, or rank tracking, so users still need a second tool for those workflows.
The case for WordLift
WordLift has raised $5.3M across 2 rounds (Seed, $4.5M, 2023). Founded by Andrea Volpini, based in Rome, Italy. On their site they list 4 named customers including L'Oreal Turkey, Kinsta, Ortognatica Roma, EssilorLuxottica. Pricing starts at $999/mo.
Knowledge graph + structured data SEO tool for the semantic web and AI search.
What people praise
- Structured data and knowledge graph approach is purpose-built for AI search, which is now table stakes for ranking in ChatGPT and Perplexity.
- L'Oreal Turkey case study reports +147% click growth and 16% organic traffic lift, real enterprise proof point.
- WordPress plugin integrates with Gutenberg and the classic editor, easy adoption for the 43% of the web on WordPress.
- Works alongside Yoast, RankMath, and All in One SEO without conflict, smart positioning for plugin coexistence.
Where it falls short
- Business+ entry tier starts at €999/mo (~$1,080/mo), pricing out solo SEOs and small agencies entirely.
- URL cap of 2,500 on Business+ is low for content-heavy sites that need to enrich thousands of product pages.
- Smart Credits model adds usage-based fees for bulk operations like Q&A generation, surprising for buyers expecting flat pricing.
- Limited native integrations beyond WordPress and Google Sheets, with no first-class Shopify, HubSpot, or Webflow support.
Pricing, tier by tier
Tier 1
Screaming Frog
Free
$0
- Crawl up to 500 URLs per run
- Broken link and error detection
- Meta data analysis
- XML sitemap generation
WordLift
Business+
€999/mo
- WordLift Agent included
- Knowledge Graph
- AI-powered content creation
- SEO research and content optimization
Tier 2
Screaming Frog
Paid License
~$21/mo
- Unlimited URL crawl (memory permitting)
- JavaScript rendering and mobile usability audits
- Structured data validation
- AI integrations with OpenAI, Gemini, and Anthropic Claude
WordLift
Enterprise
Custom
- Everything in Business+
- Custom Knowledge Graph and API integrations
- Bespoke AI content solutions
- Full API access
Tier 3
Screaming Frog
Volume Discount (5-9 seats)
~$20/mo
- All paid license features
- Discounted bulk seats for agencies
WordLift
—
—
Tier 4
Screaming Frog
Volume Discount (20+ seats)
~$18/mo
- All paid license features
- Best per-seat rate for large teams
WordLift
—
—
Feature parity
What each one ships that the other doesn't. We conservatively only include features each tool explicitly markets; absence here doesn't mean a feature is impossible, just that it isn't in their marquee list.
Only on Screaming Frog
- Website Crawler. Breadth-first crawler that fetches URLs, response codes, redirects, page titles, meta descriptions, headings, and content.
- Custom Extraction. Pull any data from a page using XPath, CSS selectors, or regex during the crawl.
- JavaScript Rendering. Renders pages with a headless Chromium engine to crawl single-page apps and JS-heavy sites.
- Crawl Comparison. Diffs two crawls to surface changes in metadata, response codes, structure, and content between deploys.
- AI Prompt Integration. Run prompts against OpenAI, Claude, or Gemini for every URL during a crawl, for example to classify pages or generate alt text.
- Structured Data Validation. Audits JSON-LD, Microdata, and RDFa against Google and Schema.org specs.
Only on WordLift
- Dynamic Knowledge Graph. Builds a structured graph from existing content that helps search engines and LLMs understand brand entities and relationships.
- WordLift Agent. AI agent that handles SEO research, content optimization, and schema markup automatically from a single workflow.
- Schema and Ontologies. Generates and maintains schema markup tied to ontologies, a deeper structured-data approach than basic Schema.org plugins.
- AI Content Generation. Bulk generates product descriptions, Q&A pairs, and enriched content tied to the brand's knowledge graph.
- Customer Agent. Brand-controlled conversational agent embedded on the site to answer visitor questions using verified brand data.
- Google Search Console Integration. Connects to GSC API to pull search analytics directly into the WordLift Agent workflows.
When each one wins
When Screaming Frog wins
- Budget is the constraint. Screaming Frog starts at $0/mo vs WordLift's $999/mo, so on a per-seat basis it's the cheaper way in.
- Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
When WordLift wins
- You're enterprise and need to call a reference. WordLift lists 4 named customers; Screaming Frog lists 0.
- Structured data and knowledge graph approach is purpose-built for AI search, which is now table stakes for ranking in ChatGPT and Perplexity.
When neither wins (pick GrowthManager)
- You don't have an in-house content team and you don't want to hire one.
- You want one $999/mo invoice instead of stacking Screaming Frog plus an agency.
- You need the team that measures to also act on the data, in the same week.
- You're a B2B SaaS, services firm, or e-commerce brand at $20K+ MRR.
Reasons to pick one over the other
Reasons to pick Screaming Frog over WordLift
- Lower entry price. Screaming Frog starts at $0/mo vs WordLift's $999/mo.
- More plan flexibility. Screaming Frog offers 4 pricing tiers vs WordLift's 2, so there's a better chance one fits your team size.
- More verified reviews. Screaming Frog has 186 G2 reviews vs WordLift's none on file, so the average rating carries more weight.
- More mature platform. Screaming Frog (founded 2010) has had more time to harden the product than WordLift (2017).
- What users praise most. Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
Reasons to pick WordLift over Screaming Frog
- Better-funded incumbent. WordLift has raised $5.3M across 2 rounds, giving it more runway and shipping velocity than Screaming Frog (Bootstrapped).
- More named customers. WordLift lists 4 customers vs Screaming Frog's 0, including L'Oreal Turkey, Kinsta, Ortognatica Roma.
- Built for the LLM era. WordLift was founded in 2017, built around AI search from day one; Screaming Frog dates back to 2010 and is retrofitting.
- What users praise most. Structured data and knowledge graph approach is purpose-built for AI search, which is now table stakes for ranking in ChatGPT and Perplexity.
Switching from one to the other
From Screaming Frog to WordLift
Export your saved queries and prompt panels from Screaming Frog (most tools support CSV export). Most WordLift setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate WordLift's data againstScreaming Frog's; one to two weeks of full reconciliation before you cancel Screaming Frog. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From WordLift to Screaming Frog
Same flow in reverse. Export from WordLift, import to Screaming Frog. The historical visibility data is the big loss; most platforms don't backfill from a competitor's data, so you start your trendline over.
From either to GrowthManager.ai
We handle the migration ourselves; you give us your query list (or we infer it from your existing dashboard) and we re-build the tracking on our infrastructure in week one. You also start getting content shipped from week one, so the switch produces results before the trendline restarts. The conversation that kicks this off is a 20-minute call.
Side by side, every number we could verify
| Screaming Frog | WordLift | |
|---|---|---|
| Starts at (USD/mo) | $0/mo | $999/mo |
| Founded | 2010 | 2017 |
| Headquarters | Henley-in-Arden, UK | Rome, Italy |
| Funding raised | Bootstrapped | $5.3M across 2 rounds |
| AI platforms tracked | — | — |
| G2 rating | 4.7 / 5 (186 reviews) | — |
| Named customers | — | 4 |
| SOC 2 Type 2 | — | — |
| GDPR | ✓ Yes | ✓ Yes |
| HIPAA | — | — |
What real users say
Below: the recurring themes from G2, Capterra, SourceForge, Reddit, and case-study reviewers — distilled into the strengths and limitations that came up most often.
Screaming Frog — what users praise
- Free version actually works for sites under 500 URLs, which reviewers say is rare in SEO tooling.
- Comprehensive technical audit catches broken links, redirect chains, duplicate content, missing canonicals, and metadata errors in one pass.
- Custom extraction with XPath and CSS selectors is repeatedly cited as the killer feature for scraping data no other crawler can pull.
- Recent integrations with OpenAI, Claude, and Gemini let users run prompts against scraped content during a crawl.
- One-time low annual fee ($21/mo equivalent) is dramatically cheaper than Semrush or Ahrefs site audits.
Screaming Frog — what users complain about
- Desktop-only Java app, so reviewers complain there is no cloud dashboard and no way to share live crawl data with teammates.
- Heavy memory footprint, with users reporting that large sites (1M+ URLs) require 32GB RAM and database storage mode.
- UI looks dated and the learning curve is steep for non-technical users, especially around XPath extraction.
- No keyword research, backlink analysis, or rank tracking, so users still need a second tool for those workflows.
- No collaboration features, so two SEOs cannot work on the same crawl results without exporting CSVs.
WordLift — what users praise
- Structured data and knowledge graph approach is purpose-built for AI search, which is now table stakes for ranking in ChatGPT and Perplexity.
- L'Oreal Turkey case study reports +147% click growth and 16% organic traffic lift, real enterprise proof point.
- WordPress plugin integrates with Gutenberg and the classic editor, easy adoption for the 43% of the web on WordPress.
- Works alongside Yoast, RankMath, and All in One SEO without conflict, smart positioning for plugin coexistence.
- G2 Quality of Support score of 9.4/10 outranks RankMath (8.2) and Yoast (7.8) per direct G2 comparison.
WordLift — what users complain about
- Business+ entry tier starts at €999/mo (~$1,080/mo), pricing out solo SEOs and small agencies entirely.
- URL cap of 2,500 on Business+ is low for content-heavy sites that need to enrich thousands of product pages.
- Smart Credits model adds usage-based fees for bulk operations like Q&A generation, surprising for buyers expecting flat pricing.
- Limited native integrations beyond WordPress and Google Sheets, with no first-class Shopify, HubSpot, or Webflow support.
- Knowledge graph concept requires SEO maturity to evaluate, slowing sales cycles versus simpler keyword tools.
A third option
Both Screaming Frog and WordLiftare tracking tools. They tell you what's wrong with your AI visibility. Neither one fixes it. That's our pitch for GrowthManager.ai — we do citation tracking too (parity with these two), and we also ship the content, configure the infrastructure, and run the distribution. $999/mo, managed end-to-end. If you're leaning toward picking one of these two and then hiring an agency to act on the data, it's worth a 20-minute conversation first.
Other comparisons in this space
Same shape, different pairs. Pick a comparison that shares a tool with this one.
Frequently asked questions
Which is better, Screaming Frog or WordLift?
Honestly: neither one fully solves the problem. Screaming Frog and WordLift are tracking tools — they tell you where your brand shows up in AI answers but don't change the answer. If you only need one of these two, pick Screaming Frog for the cheaper monthly price; pick the other if its specific integrations matter to your team. Our actual editorial pick is GrowthManager.ai, which does the tracking and ships the content, infrastructure, and distribution as a single $999/mo managed program. Disclosure: we publish this comparison and make GrowthManager.
How much do Screaming Frog and WordLift cost?
Screaming Frog starts at $0/mo. WordLift starts at $999/mo. Both have higher-tier plans for larger workspaces. GrowthManager.ai is a flat $999/mo for the full managed service (tracking + content + infrastructure + distribution) — usually cheaper than buying one of these two and hiring an agency on top.
Do Screaming Frog and WordLift actually improve your AI visibility, or just measure it?
Both Screaming Frog and WordLift are measurement tools. They show you where your brand appears (or doesn't) in AI answers, plus suggestions for what to improve. Neither one writes the content, configures the schema, or builds the backlinks that actually move the needle. To do that you need an in-house content team or an agency. GrowthManager.ai is the agency — and we include the tracking, so you don't pay twice.
What's the GrowthManager.ai alternative to Screaming Frog and WordLift?
GrowthManager.ai is a managed AI visibility program. We give you the same citation tracking these two offer (parity on the measurement layer), plus 100 researched and published articles per month, schema and llms.txt configuration, ongoing backlink acquisition, and Reddit/Quora seeding. One $999/mo invoice, one dedicated account manager, twelve clients per team member maximum so we can actually deliver. If you were going to buy one of these tools and then hire someone to use it, we're cheaper and faster.
Further reading
External research that informs the editorial framework on this page. We cite these openly because the framework is meant to be auditable.
- Microsoft Bing Webmaster Guidelines (2025)· Microsoft
How Microsoft's crawlers parse content for Copilot, which now powers a large share of AI answers behind the scenes.
- Generative Engine Optimization research· Kevin Indig
Long-running practitioner research on what gets cited in AI-generated answers; the most-quoted source in the GEO category.
- Zero-Click Search forecasts· Gartner
Industry forecasts on how a growing share of buyer queries end without a click to the brand site, making AI-answer presence the new pole position.
- Audience intelligence analyses· SparkToro
Public datasets on how audiences actually discover brands across search, social, and now AI surfaces.
- Trust Barometer (2024)· Edelman
The annual study on how buyers weigh source authority, used to weight our trust criterion against third-party review volume.
Disclosure + methodology
GrowthManager.ai makes a competing product in the AI visibility space, so this comparison is not neutral. Every pricing number was pulled from each competitor's public pricing page or triangulated from third-party reviews when the page is JavaScript-gated. Pros, cons, and user-review themes are distilled from real G2, Capterra, SourceForge, Reddit, and case-study reviews with the quotes preserved verbatim. We update this comparison whenever the underlying data changes.