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Tool comparison
Both tools graded on the same fifteen criteria. The verdict lists the criteria where one tool leads the other by two points or more.
Verdict
Verdict
Research depth
Discovery
How well the tool supports keyword, competitor, SERP, backlink, or market research before execution.
Linkody
Deep backlink and link-building research capabilities are documented, including metrics, anchor text, competitor gaps, link status, and disavow analysis.
Official homepage documents backlink analytics, competitor Link Intersect, metrics, 24/7 monitoring, and disavow: https://www.linkody.com/
Read the full reviews: Linkody and SEOTesting.
SEOTesting
Broad first-party reporting and experiment research over Search Console data, including page/query, comparison, content decay, cannibalization and group analysis.
The product lists Search Console exports, page/query detail and comparison reports at https://seotesting.com/google-search-console-data/ and content groups at https://seotesting.com/features/.
Keyword research quality for SEO content
Discovery
How well the tool identifies, qualifies, clusters, and prioritizes keywords specifically for SEO content creation.
Linkody
Only narrow keyword-related analysis is evidenced: backlink anchor keywords and anchor-text distribution, not keyword discovery or search-volume research.
The official homepage mentions backlink anchor text and keywords, while the anchor tool classifies keyword anchors: https://www.linkody.com/ and https://www.linkody.com/en/seo-tools/backlink-anchor-text-analysis
SEOTesting
Useful query-level discovery and intent analysis, but not a broad standalone keyword database or competitor keyword suite.
SEOTesting exposes page queries, search-intent highlighting and action links in https://seotesting.com/google-search-console-data/; the vendor says it does not replace keyword-research tools in https://seotesting.com/blog/ahrefs-alternatives/.
Content execution
Execution
How well the tool helps produce, optimize, or operationalize SEO content.
Linkody
No content brief, generation, optimization editor, or publishing capability was found on reviewed official pages.
Reviewed product, pricing, free-tool, and help-center pages describe backlink workflows and reporting but no content execution: https://www.linkody.com/
SEOTesting
Provides concrete AI-assisted content evaluation and clarity/structure fixes, plus tests to validate changes, but does not publish content.
Query fan-out, semantic coverage, vague-language, claims, headings and list/table recommendations are documented at https://seotesting.com/ai-seo-tools/; validation is documented at https://seotesting.com/llm-testing/.
Context gathering
Grounding
How well the tool gathers the business, competitor, SEO, internal, third-party, and custom API context needed for differentiated recommendations and content.
Linkody
Competitor backlink context and backlink-profile context are supported, but internal-company, third-party-app, and custom-API context are not broadly documented.
Link Intersect and competitor-profile comparison are documented on the homepage: https://www.linkody.com/
SEOTesting
Strong first-party SEO context from page/query performance, groups, annotations and analytics; limited external-app context beyond documented integrations.
GSC page/query and comparison context is documented at https://seotesting.com/google-search-console-data/ and group/annotation reporting at https://seotesting.com/features/.
AI-search / GEO
Visibility
How directly the tool helps teams improve visibility in AI answer engines and citation-oriented search journeys.
Linkody
No AI-search, generative-engine optimization, citation monitoring, or GEO workflow was found.
No AI/GEO capability appears on the reviewed official product and pricing pages: https://www.linkody.com/ and https://www.linkody.com/en/plans
SEOTesting
Direct generative-search visibility workflow: LLM pages, prompt clues, content evaluation and before/after LLM tests.
LLM pages, likely prompts and LLM tests are described at https://seotesting.com/llm-traffic/ and https://seotesting.com/llm-testing/.
GEO readiness
Visibility
How ready the tool is for generative engine optimization: answer-engine visibility, citation likelihood, AI-search prompt surfaces, and content structures that AI systems can use.
Linkody
No geographic SEO or AI-search geographic readiness feature was found; hosting country is a backlink metric, not a GEO workflow.
The checker documents hosting country only as backlink data: https://www.linkody.com/en/seo-tools/free-backlink-checker
SEOTesting
Strong AI-answer visibility readiness through question fan-out, semantic coverage, trust, extractability and persona evaluation.
AI-search content workflows and evaluators are documented at https://seotesting.com/ai-seo-tools/ and the resulting measurement loop at https://seotesting.com/llm-traffic/.
Technical SEO
Diagnostics
How strong the tool is for crawling, audits, indexability, metadata, status codes, and technical site health.
Linkody
Backlink health can expose lost or changed links, but Linkody is not a site crawler or technical audit suite.
The official feature set centers on backlink monitoring and disavow work, not indexability, metadata, status-code, or site-health crawling: https://www.linkody.com/seo-tools/backlink-monitor/
SEOTesting
Narrow technical monitoring for sitemaps and robots.txt, plus Search Console data; not a complete crawler/audit platform.
The feature inventory lists sitemap and robots.txt monitoring at https://seotesting.com/features/ and explicitly notes it does not replace technical auditing at https://seotesting.com/blog/ahrefs-alternatives/.
Publishing workflow
Operations
How well the tool moves work into CMS, publishing, approvals, or automated production workflows.
Linkody
No editorial calendar, content publishing, CMS publishing, or approval workflow was found.
Reviewed official product and help-center pages focus on link management/reporting rather than publishing: https://www.linkody.com/helpcenter/en
SEOTesting
Supports changelog/annotation planning and post-change tests, but has no documented CMS publishing or deployment workflow.
Time-based tests measure page changes and URL switches at https://seotesting.com/time-based-seotesting/; the features page describes reporting and monitoring rather than publishing at https://seotesting.com/features/.
Measurement & tracking
Measurement
How well the tool monitors rankings, content performance, visibility, or ongoing SEO progress.
Linkody
Strong backlink measurement: 24/7 monitoring, historical top metrics, email reports, link status changes, competitor tracking, and exports.
Homepage and pricing page document 24/7 monitoring, reports, metrics, analytics, and CSV/PDF exports: https://www.linkody.com/ and https://www.linkody.com/en/plans
SEOTesting
Core strength: first-party click, impression, CTR, position and analytics measurement, controlled tests, forecasts, annotations and reporting.
Metrics and comparisons are documented at https://seotesting.com/google-search-console-data/, controlled experiments at https://seotesting.com/seo-split-testing/, and GA4 LLM measurement at https://seotesting.com/llm-testing/.
Team collaboration
Operations
How well the tool fits multi-person workflows, agencies, approvals, handoffs, and repeatable processes.
Linkody
Supports team/client management with roles, domain access controls, multi-user plans, and white-label client reports.
Team/client management and role/domain permissions are documented on the homepage; user limits are listed on pricing: https://www.linkody.com/ and https://www.linkody.com/en/plans
SEOTesting
Unlimited users, stakeholder-ready reports, annotations and agency/client use support collaborative review; advanced project permissions are not documented.
Unlimited users and reporting are listed at https://seotesting.com/pricing/ and stakeholder/client reporting at https://seotesting.com/seo-split-testing/.
Value accessibility
Buying
How easy it is for a team to reach value relative to pricing, setup complexity, and required expertise.
Linkody
Low-priced entry plan, annual discount, 30-day no-card trial, and cancellation to a free plan provide good accessibility.
Current prices, annual savings, trial terms, and free-plan conversion are stated on the official pricing page: https://www.linkody.com/en/plans
SEOTesting
Transparent low-entry price, unlimited users and no-card full trial make it accessible, though there is no permanent free plan and data is deleted after the trial if unpaid.
Pricing, trial, cancellation and deletion terms appear at https://seotesting.com/pricing/.
Free tools
Buying
How useful the tool is before payment through free tools, free plans, trials, or public utilities.
Linkody
A time-limited trial gives useful access before payment, but there is no permanent free plan.
The official pricing page advertises a 30-day free trial: https://www.linkody.com/pricing/
SEOTesting
The product offers a fully functional 14-day trial, but the official pricing page does not document a permanent free tier or standalone free tools.
The trial terms and paid tiers are documented at https://seotesting.com/pricing/.
Estimated customer scale
Market proof
Estimated customer or user scale based on public claims, with source claims stored separately for auditability.
Linkody
No auditable customer count was found; named customer logos/testimonials and a Capterra rating do not establish a customer total.
The homepage shows named logos/testimonials and a 4.9/5 Capterra customer-service claim but no customer count: https://www.linkody.com/
SEOTesting
Demonstrated use across recognizable enterprises and agencies, with plans up to 20 sites and custom Enterprise allowance, but no official customer-count figure.
Customer examples include Shopify, Canva, Intuit and carwow at https://seotesting.com/; the customer library is at https://seotesting.com/customers/ and site allowances at https://seotesting.com/pricing/.
Agent readiness level
Automation
How ready the product is to operate as or inside an AI agent workflow, based on tracked subcriteria for autonomy, controls, integrations, memory, and evaluation.
Linkody
A documented REST API with domain, competitor, and link CRUD/read operations provides a modest automation surface, but no agent-specific interface is documented.
Official API documentation describes REST/JSON, paid access, token auth, and domain/competitor/link endpoints: https://www.linkody.com/api/v1
SEOTesting
API and MCP explicitly support AI assistants and agent-based workflows for querying data and chaining actions, but the page does not document a fully autonomous SEO agent.
API access, MCP and agent-based workflows are documented at https://seotesting.com/api-mcp/.
Ease of use and autonomous level
Automation
How easy it is for a team to reach useful outcomes, and how much work the product can perform autonomously after setup.
Linkody
Automatic 24/7 monitoring and email alerts reduce manual work, but the official workflow does not claim autonomous strategy, outreach, or publishing.
Homepage documents automated monitoring, discovery alerts, and email reports, while no autonomous agent workflow is documented: https://www.linkody.com/
SEOTesting
Fast, low-install setup and automated data collection/reporting reduce manual work, while test selection, page changes and interpretation remain human-led.
Two-click/no-code setup is stated at https://seotesting.com/ and automated tracking/reporting at https://seotesting.com/time-based-seotesting/.