Answer Capsule
Yoast SEO is a good fit for WordPress site owners and content teams that want AI-assisted on-page optimization inside the WordPress editor. Five of the seven included platforms named Yoast SEO during the ranking stage, and six of seven returned a usable fit assessment; four rated the fit "good" and two rated it "mixed." The strongest reason to consider it is the WordPress-native workflow: AI Generate, AI Optimize, AI Summarize, and AI Content Planner run inside the editor alongside conventional SEO and readability analysis [1]. The main limitation is scope: Yoast is an optimization and editorial-guidance plugin, not a deep topic-research, rank-tracking, or AI-answer-visibility platform, and AI Brand Insights sits in the higher-tier Yoast SEO AI+ rather than Premium [2].
Research Snapshot
| Field | Value |
|---|---|
| Platform mentions in ranking stage | 5 of 7 included platforms (anthropic, deepseek, google, openai, perplexity) |
| Share of included platform responses | 71.4% |
| Average listed rank | 5.0 |
| Best listed rank | 2 (deepseek) |
| Relevant product/model/plan | Yoast SEO Free and Yoast SEO Premium for WordPress with Yoast AI features; Yoast SEO Premium is the primary fit |
| Overall use-case fit | Good (openai, anthropic, deepseek, perplexity); mixed (grok, kimi) |
| Research date | 2026-09-18 |
Rank positions by platform: deepseek 2, google 4, perplexity 4, openai 7, anthropic 8. Yoast SEO finished fourth overall in the ranking stage. Six of the seven included platforms returned a usable fit assessment; google named the entity during ranking discovery but did not return a fit-research response, so the fit findings below are not unanimous.
Why Yoast SEO Qualified for This Study
Questions This Section Answers
- Is Yoast SEO a good choice for AI SEO Tools for WordPress?
- Does Yoast SEO qualify for a WordPress AI SEO shortlist if the team needs in-editor optimization?
Yoast SEO qualified because it is a WordPress-native SEO plugin with documented AI features that map directly to the study's criteria: content recommendations, optimization guidance, topic research, on-page assistance, and relevance to both traditional and AI search [6]. Five of the seven included platforms named it during ranking discovery, and it reached a best listed rank of 2 (deepseek) with an average listed rank of 5.0.
The qualification rests on documented capability rather than measured outcomes. Yoast's own feature pages describe AI Generate, AI Optimize, AI Summarize, AI Content Planner, AI Bulk Editor, schema aggregation, and llms.txt generation [7]. Independent and third-party sources in this study largely repeat or critique those same company claims rather than testing them; company-owned citations materially outnumber independent citations in the supplied evidence, so none of these capabilities should be treated as independently verified.
The Product, Model, Plan, or Service Most Relevant to AI SEO Tools for WordPress
Questions This Section Answers
- Which Yoast SEO plan should a WordPress buyer choose if they need AI Generate, AI Optimize, and AI Summarize?
- Is Yoast SEO Premium or Yoast SEO AI+ the better buy for a WordPress team that needs AI brand monitoring?
Yoast SEO Premium is the primary fit for this use case. It bundles the free plugin's core SEO and readability analysis with AI Generate, AI Optimize, AI Summarize, AI Content Planner, internal linking suggestions, redirect automation, structured data, schema aggregation, llms.txt, and premium support [12]. Yoast SEO Free remains a functional entry point for basic on-page and technical guidance, but sustained access to the AI features requires Premium or another eligible paid product [12].
Platforms disagreed on which plan to name. The ranking-stage recommendations included "Yoast SEO Free and Yoast SEO Premium," "Yoast SEO Premium," "Yoast SEO Premium (or Yoast SEO AI+)," and "Yoast SEO Premium for WordPress." DeepSeek explicitly flagged this as a conflict and noted that the existence and scope of a Yoast AI+ tier was unclear from its retrieved sources. Other platforms describe Yoast SEO AI+ as the tier that adds AI Brand Insights and monitoring of brand visibility across ChatGPT, Gemini, Claude, and Perplexity [18]. Buyers whose goal includes AI-answer visibility measurement should treat Premium and AI+ as different products and confirm current packaging before purchase.
What the AI Platforms Agreed About
Questions This Section Answers
- What do AI platforms agree Yoast SEO does well for WordPress AI SEO workflows?
- Is Yoast SEO worth it for on-page optimization and metadata generation inside WordPress?
The clearest agreement is that Yoast's strength is WordPress-native on-page work. OpenAI, Anthropic, DeepSeek, Perplexity, and Grok all describe optimization guidance, readability analysis, and AI-assisted metadata generation as core advantages [20]. Multiple platforms specifically note that AI Generate produces SEO titles and meta descriptions and that AI Optimize suggests edits for keyphrase placement, density, distribution, paragraph length, and sentence length [20].
A second area of agreement is technical readiness for AI systems. Yoast documents automatic structured data, schema aggregation, and llms.txt generation intended to help search engines and AI systems interpret site content [27]. Anthropic and Perplexity both connect these features to AI-driven discovery, while OpenAI and Anthropic explicitly caution that they are discoverability features, not guarantees of ranking, inclusion, or citation in AI answers.
A third point of agreement is workflow integration. Platforms describe the AI features as running inside the WordPress editor with no separate login, subscription, or credit system, and Grok highlights bulk AI metadata generation across posts [31]. Agreement among AI platforms reflects how consistently a product is described in their sources; it does not establish that the product performs better than alternatives.
Where the AI Platforms Disagreed or Were Uncertain
Questions This Section Answers
- Is Yoast SEO Premium enough for AI search visibility, or is Yoast SEO AI+ required?
- How much does Yoast SEO Premium cost per year, and is the price in dollars or euros?
Pricing is the most concrete conflict. The ranking-stage input cites €118.80 per year, while official Yoast pages reviewed for this study display $118.80 per year excluding VAT, with USD, EUR, and GBP selectable at checkout [33]. Anthropic's response cites €118.80/year and separately notes older third-party figures of $99–129/year. DeepSeek reported low pricing confidence and could not verify a United States price at all. The applicable currency appears to depend on storefront or checkout configuration, and the final tax-inclusive price should be confirmed before purchase.
Fit ratings split. OpenAI, Anthropic, DeepSeek, and Perplexity rated Yoast a good fit; Grok and Kimi rated it mixed. Grok called it "primarily a traditional SEO plugin with AI enhancements rather than a dedicated AI SEO platform." Kimi went further, describing Yoast's AI as limited to title and meta generation and arguing it under-delivers against AI-native competitors at similar price points.
Two capability disputes recur. First, AI visibility measurement: OpenAI and Anthropic place AI Brand Insights in Yoast SEO AI+, not Premium, so Premium should not be treated as including brand-mention or citation monitoring [36]. DeepSeek found no retrieved source documenting an LLM-citation-tracking feature at all. Second, content-generation depth: Anthropic cites a third-party review stating AI Optimize works on texts up to 1,000 words and only flags keyphrases that are underused, not overused [38]. That claim comes from an independent review, not from Yoast documentation, and should be verified against current product behavior.
Use-Case-Specific Features and Capabilities
Questions This Section Answers
- Does Yoast SEO Premium include AI content generation, or only optimization of existing content?
- Can Yoast SEO handle topic research and content planning for a WordPress editorial team?
Yoast's AI features are optimization-focused. AI Generate creates title and meta-description options; AI Summarize produces post summaries as reusable blocks; AI Optimize suggests and applies edits to existing text; AI Content Planner analyzes published content, identifies gaps, and generates five content ideas inside WordPress [39]. Anthropic and Kimi both stress that this is not full-article generation from research through publication, and Anthropic notes AI Optimize is documented for posts and pages, with product optimization requiring the separate WooCommerce SEO add-on.
Topic research is the weakest documented area. OpenAI states that the cited Content Planner documentation does not establish full keyword-volume, SERP, competitor, or search-intent research. Perplexity found no verified evidence of dedicated topic or keyword research beyond on-page guidance. Kimi found no dedicated AI topic research, content briefs, or competitive content analysis in Yoast documentation. DeepSeek reached the same conclusion, describing standalone topic and cluster research as not a primary documented capability.
On-page and technical capabilities are broader. Yoast documents readability and SEO analysis, focus-keyphrase guidance, related keyphrases, synonyms, word-form recognition, and keyphrase distribution, with Premium supporting multiple keyphrase variants [44]. Premium also adds internal linking suggestions, a redirect manager, orphaned-content detection, XML sitemaps, breadcrumbs, and schema management [46]. Grok documents bulk AI metadata generation with filters for content needing improvement [47].
Two limitations appear in independent sources. Anthropic cites a review arguing Yoast's optimization system relies heavily on keyword-density metrics that predate Google's shift toward semantic SEO [48]. Anthropic also cites a review stating Yoast has no modular architecture, so all features run constantly, which can create performance overhead on constrained hosting [49]. Both are third-party assessments, not company statements, and neither was independently benchmarked in the supplied evidence.
Pricing, Fees, Contracts, and Ongoing Costs
Questions This Section Answers
- How much does Yoast SEO Premium cost per year, and are there setup or cancellation fees?
- What happens to Yoast SEO Premium AI features if the subscription is not renewed?
Yoast SEO Premium is listed at $118.80 per year excluding VAT on the reviewed official product and shop pages, and one subscription covers one site or domain [50]. Yoast SEO AI+ is listed at $358.80 per year excluding VAT, and WooCommerce SEO at $178.80 per year excluding VAT [51]. Bulk discounts are advertised beginning at five subscriptions, with the exact discount dependent on quantity and same-order purchase [52]. The ranking-stage figure of €118.80/year conflicts with the dollar figures on the reviewed official pages; currency and final tax-inclusive checkout price should be verified.
Contract terms are documented but should be read carefully. Subscriptions run on recurring one-year terms and renew automatically unless canceled before the next billing date, with cancellation handled in MyYoast and service remaining active through the current term [53]. Yoast states that most services carry a 30-day money-back guarantee after initial purchase, subject to the refund policy, and an independent review states the guarantee applies to initial purchases only [53]. Yoast's terms also state that AI Services may include a limited number of uses, that exceeding the allotment may require purchasing additional uses, and that certain new AI Services may carry an additional fee (official:C2).
Post-expiry behavior is a practical consideration. Yoast states that installed Premium functionality generally remains usable after subscription expiry, but AI features, word-form functionality, updates, downloads, and support require an active subscription [55]. Additional WordPress sites generally require additional subscriptions, and Yoast WooCommerce SEO or Yoast SEO AI+ may be required for product-catalog AI features or broader AI visibility capabilities [50]. Pricing confidence varies by platform: Grok and Anthropic reported high confidence, OpenAI and Perplexity moderate, and DeepSeek low.
Best Suited For
Questions This Section Answers
- Who gets the most value from Yoast SEO Premium for WordPress AI SEO?
- Is Yoast SEO a good fit for a small WordPress content team that wants AI help without a separate SaaS tool?
Yoast SEO Premium best suits WordPress publishers who want SEO guidance directly in the editor. OpenAI lists WordPress publishers wanting in-editor guidance, teams needing AI-generated titles, meta descriptions, summaries, and targeted edits, and sites prioritizing structured data, schema aggregation, llms.txt, internal linking, redirects, and conventional technical SEO [57]. Anthropic adds solo bloggers and small teams optimizing single sites, plus WooCommerce stores needing AI-optimized product metadata through the separate WooCommerce tier [59]. Perplexity and DeepSeek both emphasize buyers comparing a low-cost paid upgrade against a free base plugin.
The common thread across platforms is a team that already writes in WordPress and wants optimization help at the point of editing, rather than a separate research or monitoring platform. Grok frames the same buyer as WordPress users seeking combined traditional SEO analysis and AI-assisted metadata generation without separate subscriptions [60]. Buyers in this group should still confirm that their editor, page builder, and custom post types receive the same AI functionality as standard posts and pages.
Probably Not Best Suited For
Questions This Section Answers
- Who should not choose Yoast SEO for AI SEO Tools for WordPress?
- Is Yoast SEO a poor fit for an agency managing five or more WordPress sites?
Agencies and multi-site operators are the clearest poor fit. OpenAI notes that one Premium subscription covers one site or domain and that per-site licensing can become expensive for agencies or teams managing many WordPress domains [61]. Anthropic states that per-site annual licensing becomes expensive at five or more sites and that no volume discounts are prominently documented, while also noting that Yoast runs all features constantly, which matters on constrained hosting [62]. Kimi contrasts Yoast's per-site model with SEOPress unlimited licensing at $179/year [63].
Teams whose core need is AI-answer visibility measurement should also look elsewhere. OpenAI and Anthropic both place AI Brand Insights in Yoast SEO AI+, not Premium, so Premium alone does not provide ongoing monitoring of brand mentions, sentiment, or citations across major AI assistants [64]. DeepSeek found no retrieved source documenting an LLM-citation-tracking feature at all. Buyers needing deep keyword research, competitor analysis, backlink intelligence, or rank tracking in the same product should expect to buy a separate platform [64].
Teams needing full-workflow content generation are a third mismatch. Anthropic and Kimi both describe Yoast AI as optimization-focused rather than generation-focused, and Anthropic cites a review stating AI Optimize works on texts up to 1,000 words [67]. Buyers who need research-to-draft automation should evaluate dedicated content generators instead.
When Another Option May Be Better
Questions This Section Answers
- What is a better alternative to Yoast SEO for a WordPress buyer who needs AI answer-engine visibility tracking?
- Is Rank Math or SEOPress a better buy than Yoast SEO Premium for multi-site WordPress licensing?
Choose a dedicated AI-search visibility platform when monitoring brand mentions, sentiment, competitor comparisons, or citations across multiple AI assistants is central to the purchase [68]. Choose a broader SEO suite such as Semrush, Ahrefs, SE Ranking, or Moz Pro when keyword research, SERP analysis, competitor intelligence, backlink analysis, and rank tracking matter more than WordPress-native editing [68]. DeepSeek frames the same split as a choice between a WordPress plugin and a standalone SaaS AI SEO platform.
For multi-site and agency economics, Kimi names SEOPress unlimited at $179/year against Yoast's per-site model, and also lists ThinkRank, SEOWing, ProRank, and Ferendo as AI-native alternatives with features such as bring-your-own-key AI, MCP compatibility, and agentic workflows [71]. Anthropic names Rank Math and AIOSEO for more flexible team and agency pricing, and notes Rank Math's lighter, modular architecture on shared hosting [76]. These are platform-reported competitor claims drawn from vendor and review pages; they were not independently benchmarked in this study.
Buyers who mainly need basic on-page and technical guidance without sustained AI generation can stay on Yoast SEO Free [77]. Buyers who need AI Brand Insights should price Yoast SEO AI+ against dedicated AI-visibility tools before deciding [69].
Questions to Verify Before Buying
What currency and final tax-inclusive price will appear for this United States buyer at checkout, given the €118.80 ranking-stage figure and the $118.80 official page figure [79]? Does the current Premium plan include practical unlimited use of AI Generate, AI Optimize, AI Summarize, and Content Planner, and what rate limits apply [80]? Is AI Brand Insights required for the buyer's AI-search monitoring goals, and what is its current price and coverage [81]? Which user seats, domains, staging sites, and multisite configurations are included in the subscription [79]? What content is transmitted to external AI services, where is it processed, and what retention or opt-out controls apply [83]? Will the buyer's page builder, custom post types, multilingual setup, WooCommerce catalog, and editorial workflow receive the same AI functionality as standard posts and pages [83]? What renewal price, cancellation deadline, refund eligibility, and automatic-renewal settings will apply to this order [85]? Are the included Local SEO, Video SEO, News SEO, Google Docs add-on, and Academy benefits still included in the exact checkout package [86]?
Final AI Consensus Verdict
Good fit, with a clearly bounded scope. Yoast SEO Premium is a practical WordPress-native choice for AI-assisted on-page optimization, editorial guidance, metadata generation, structured data, and basic AI-search readiness [88]. Four of six assessing platforms rated the fit good; two rated it mixed. It is not the strongest single choice for advanced topic research, competitive SEO intelligence, rank tracking, or comprehensive AI-answer visibility measurement, and AI Brand Insights sits in Yoast SEO AI+ rather than Premium [88]. Buyers should verify the currency discrepancy, current AI usage limits, data handling, licensing scope, and whether AI Brand Insights is needed. For a broader view of how Yoast SEO compares with the other tools that qualified in this category, see the AI SEO Tools for WordPress consensus index.
How This Review Was Produced
This review evaluates Yoast SEO only for the AI SEO Tools for WordPress use case. It draws on the ranking-stage statistics and the fit-research responses returned by the included AI platforms, plus the official-page excerpts and citation catalog supplied with this study. The authoritative research date is 2026-09-18. Platform-reported research dates differ: DeepSeek returned 2026-01-15, while Anthropic, Grok, Kimi, OpenAI, and Perplexity returned 2026-09-18. Those dates are provenance metadata and do not independently prove freshness.
Six of the seven included platforms returned a usable fit assessment; Google named the entity during ranking discovery but did not return a fit-research response. Fit findings are therefore not unanimous. DeepSeek ran with search disabled, so its claims are platform-reported rather than search-verified. Company-owned citations materially outnumber independent citations in the supplied evidence, and no supplied source provides independent controlled evidence that Yoast Premium improves organic rankings or AI visibility relative to competing WordPress SEO tools. This review is part of a wider ai seo content optimization research set.
Methodology Limitations
The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Citations are platform-reported evidence, not independently verified facts. Conflicting product names, pricing, and capabilities were described rather than resolved; buyers should verify them directly. The ranking-stage input cites €118.80/year while reviewed official pages display $118.80/year ex VAT, and the applicable currency may depend on location, storefront, or checkout configuration. Yoast's AI feature pages describe broad AI-search readiness, but no cited source establishes guaranteed rankings, traffic gains, or AI-answer citations. AI rate limits and the future treatment of sparks may change; Yoast's FAQ states that policies may change. One or more fetched domains were not corroborated by brand-name or site-identity metadata and were not used as official identity signals. The deterministic identity audit contains qualification notes that remain unresolved in this review.
Sources
Company-Owned Sources
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Additional AI research evidence91 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record anthropic:44-5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record deepseek:c1
- AI research evidence record openai:c7
- AI research evidence record grok:0
- AI research evidence record grok:5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c7
- AI research evidence record anthropic:23-7
- AI research evidence record anthropic:44-5
- AI research evidence record perplexity:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record anthropic:25-6
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c3
- AI research evidence record grok:3
- AI research evidence record perplexity:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record grok:5
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:1-6
- AI research evidence record grok:0
- AI research evidence record openai:c8
- AI research evidence record grok:11
- AI research evidence record perplexity:c4
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record anthropic:20-10
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record anthropic:5-7
- AI research evidence record anthropic:8-1
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record anthropic:37-2
- AI research evidence record grok:0
- AI research evidence record anthropic:28-1
- AI research evidence record anthropic:36-1
- AI research evidence record openai:c8
- AI research evidence record perplexity:c4
- AI research evidence record openai:c9
- AI research evidence record openai:c10
- AI research evidence record anthropic:12-16
- AI research evidence record openai:c11
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- AI research evidence record openai:c2
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- AI research evidence record openai:c2
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- AI research evidence record anthropic:28-1
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- AI research evidence record openai:c2
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- AI research evidence record kimi:src1
- AI research evidence record kimi:src2
- AI research evidence record kimi:src3
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- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record openai:c2
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- AI research evidence record openai:c3
- AI research evidence record anthropic:3-10
- AI research evidence record openai:c10
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Additional AI research evidence91 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record anthropic:44-5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record deepseek:c1
- AI research evidence record openai:c7
- AI research evidence record grok:0
- AI research evidence record grok:5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c7
- AI research evidence record anthropic:23-7
- AI research evidence record anthropic:44-5
- AI research evidence record perplexity:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record anthropic:25-6
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c3
- AI research evidence record grok:3
- AI research evidence record perplexity:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record grok:5
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:1-6
- AI research evidence record grok:0
- AI research evidence record openai:c8
- AI research evidence record grok:11
- AI research evidence record perplexity:c4
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record anthropic:20-10
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record anthropic:5-7
- AI research evidence record anthropic:8-1
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record anthropic:37-2
- AI research evidence record grok:0
- AI research evidence record anthropic:28-1
- AI research evidence record anthropic:36-1
- AI research evidence record openai:c8
- AI research evidence record perplexity:c4
- AI research evidence record openai:c9
- AI research evidence record openai:c10
- AI research evidence record anthropic:12-16
- AI research evidence record openai:c11
- AI research evidence record anthropic:40-18
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record anthropic:40-18
- AI research evidence record grok:3
- AI research evidence record openai:c8
- AI research evidence record anthropic:36-1
- AI research evidence record kimi:src1
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record anthropic:28-1
- AI research evidence record anthropic:20-10
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record anthropic:28-1
- AI research evidence record kimi:src1
- AI research evidence record kimi:src2
- AI research evidence record kimi:src3
- AI research evidence record kimi:src4
- AI research evidence record kimi:src5
- AI research evidence record anthropic:36-1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record openai:c3
- AI research evidence record anthropic:3-10
- AI research evidence record openai:c10
- AI research evidence record anthropic:37-2
- AI research evidence record perplexity:c3
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c7
- AI research evidence record anthropic:44-5
Other Sources
- Ferendo — AI-Native SEO: https://wontonee.com/products/ferendo
- How to Choose Between Yoast Premium vs Free for SEO?: https://www.bluehost.com/blog/yoast-seo-free-vs-yoast-seo-premium/
Additional AI research evidence91 records
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record anthropic:44-5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record deepseek:c1
- AI research evidence record openai:c7
- AI research evidence record grok:0
- AI research evidence record grok:5
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record openai:c7
- AI research evidence record anthropic:23-7
- AI research evidence record anthropic:44-5
- AI research evidence record perplexity:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c5
- AI research evidence record anthropic:25-6
- AI research evidence record deepseek:c1
- AI research evidence record perplexity:c3
- AI research evidence record grok:3
- AI research evidence record perplexity:c5
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record grok:5
- AI research evidence record perplexity:c1
- AI research evidence record anthropic:1-6
- AI research evidence record grok:0
- AI research evidence record openai:c8
- AI research evidence record grok:11
- AI research evidence record perplexity:c4
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record anthropic:20-10
- AI research evidence record openai:c1
- AI research evidence record openai:c3
- AI research evidence record openai:c4
- AI research evidence record anthropic:5-7
- AI research evidence record anthropic:8-1
- AI research evidence record openai:c5
- AI research evidence record openai:c6
- AI research evidence record anthropic:37-2
- AI research evidence record grok:0
- AI research evidence record anthropic:28-1
- AI research evidence record anthropic:36-1
- AI research evidence record openai:c8
- AI research evidence record perplexity:c4
- AI research evidence record openai:c9
- AI research evidence record openai:c10
- AI research evidence record anthropic:12-16
- AI research evidence record openai:c11
- AI research evidence record anthropic:40-18
- AI research evidence record openai:c2
- AI research evidence record openai:c7
- AI research evidence record anthropic:40-18
- AI research evidence record grok:3
- AI research evidence record openai:c8
- AI research evidence record anthropic:36-1
- AI research evidence record kimi:src1
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record anthropic:28-1
- AI research evidence record anthropic:20-10
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record anthropic:28-1
- AI research evidence record kimi:src1
- AI research evidence record kimi:src2
- AI research evidence record kimi:src3
- AI research evidence record kimi:src4
- AI research evidence record kimi:src5
- AI research evidence record anthropic:36-1
- AI research evidence record openai:c1
- AI research evidence record perplexity:c2
- AI research evidence record openai:c8
- AI research evidence record openai:c1
- AI research evidence record openai:c2
- AI research evidence record anthropic:44-5
- AI research evidence record openai:c3
- AI research evidence record anthropic:3-10
- AI research evidence record openai:c10
- AI research evidence record anthropic:37-2
- AI research evidence record perplexity:c3
- AI research evidence record openai:c2
- AI research evidence record openai:c3
- AI research evidence record openai:c7
- AI research evidence record anthropic:44-5
Verify this research
Review the study details behind this page or download the public machine-readable verification record.
- Study date
- September 18, 2026
- Platforms analyzed
- 7
- Source records
- 44
- Ranking mentions
- 5 of 7
- Platform share
- 71%
- Final consensus rank
- #4
Research trail and source mix
Configured platforms
openai, anthropic, deepseek, grok, perplexity, kimi, google
Source mix
11 independent · 30 company-owned · 3 unclear
Evidence support
37 direct · 7 partial
Important limitation
Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.
Source snapshot SHA-256 70294558b297f7cb319ac0d07bf7436a697bd1812e3f58488b3241345dad0c8b