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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
These tools solve different jobs. Scores are shown against each tool's own category, so the overall grades are not directly comparable. How grades work.
Research depth
Discovery
How well the tool supports keyword, competitor, SERP, backlink, or market research before execution.
Google Lighthouse
No keyword, competitor, SERP, backlink, or market research workflow.
Official Lighthouse documentation describes automated page audits for performance, accessibility, SEO, best practices, and agentic browsing. It does not provide discovery research workflows.
Read the full reviews: Google Lighthouse and Linkody.
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/
Keyword research quality for SEO content
Discovery
How well the tool identifies, qualifies, clusters, and prioritizes keywords specifically for SEO content creation.
Google Lighthouse
No keyword identification, clustering, volume, intent, or prioritization workflow.
Lighthouse SEO audits focus on page checks such as meta descriptions, links, hreflang, canonicals, HTTP status, robots.txt, and mobile usability rather than keyword research.
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
Content execution
Execution
How well the tool helps produce, optimize, or operationalize SEO content.
Google Lighthouse
No content creation, content optimization editor, briefs, or publishing execution.
Lighthouse can flag basic page issues, but it does not generate articles, edit copy, create briefs, score topical coverage, or operationalize content production.
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/
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.
Google Lighthouse
Narrow page-level technical context only.
Lighthouse gathers deterministic audit data from a rendered page, but it does not gather business context, competitor context, internal company data, analytics, CMS, CRM, or custom workflow context.
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/
AI-search / GEO
Visibility
How directly the tool helps teams improve visibility in AI answer engines and citation-oriented search journeys.
Google Lighthouse
Very narrow AI-agent readiness signals, not AI-search visibility or citation work.
Current docs include experimental agentic browsing audits, but they evaluate machine interaction signals rather than AI answer-engine rankings, citations, prompts, or share of voice.
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
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.
Google Lighthouse
Some experimental machine-readability checks, but no full GEO workflow.
Agentic browsing audits can check signals such as WebMCP, accessibility, stability, and llms.txt; Lighthouse still does not manage GEO content strategy, citation likelihood, or AI-search measurement.
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
Technical SEO
Diagnostics
How strong the tool is for crawling, audits, indexability, metadata, status codes, and technical site health.
Google Lighthouse
Useful page-level technical SEO and quality audits, but not a full site crawler.
Lighthouse audits individual pages for SEO, performance, accessibility, best practices, and related diagnostics. It lacks site-wide crawling, issue inventory management, log analysis, and prioritization workflows.
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/
Publishing workflow
Operations
How well the tool moves work into CMS, publishing, approvals, or automated production workflows.
Google Lighthouse
No CMS publishing, approvals, or production workflow.
Lighthouse produces reports and JSON output; implementation and publishing happen in external code, CMS, ticketing, or deployment systems.
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
Measurement & tracking
Measurement
How well the tool monitors rankings, content performance, visibility, or ongoing SEO progress.
Google Lighthouse
Can support repeat technical checks through CLI, JSON, and Lighthouse CI.
The CLI, Node module, JSON output, and Lighthouse CI can automate audits and guard against regressions, but Lighthouse does not track rankings, organic visibility, content performance, or business outcomes.
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
Team collaboration
Operations
How well the tool fits multi-person workflows, agencies, approvals, handoffs, and repeatable processes.
Google Lighthouse
Shareable reports exist, but no team workflow layer.
Reports can be saved, viewed, shared, or used in CI, but Lighthouse does not provide seats, roles, approvals, tasks, client portals, or agency reporting workflows.
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
Value accessibility
Buying
How easy it is for a team to reach value relative to pricing, setup complexity, and required expertise.
Google Lighthouse
Excellent access because the core utility is free, open source, and built into common web workflows.
Official docs show Lighthouse can run in Chrome DevTools, CLI, Node, PageSpeed Insights, the Chrome extension, and Lighthouse CI without a paid Lighthouse plan.
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
Free tools
Buying
How useful the tool is before payment through free tools, free plans, trials, or public utilities.
Google Lighthouse
Strong free utility value for page audits and regression checks.
The public tooling path is free and useful before any paid SEO stack: DevTools, CLI, Node, PageSpeed Insights, report export, and Lighthouse CI.
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/
Estimated customer scale
Market proof
Estimated customer or user scale based on public claims, with source claims stored separately for auditability.
Google Lighthouse
No public customer or user count is scored for Lighthouse itself.
The reviewed official sources document distribution paths and open-source status, but do not publish a durable Lighthouse customer or user count suitable for this market-proof criterion.
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/
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.
Google Lighthouse
Useful as an automated audit input, but not an autonomous SEO agent workflow.
Lighthouse can run programmatically and now includes experimental agentic browsing audits, yet it does not plan, execute, remember, or evaluate SEO work as an agent.
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
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.
Google Lighthouse
Easy to run and automate for audits, but outcomes still require expert interpretation and external implementation.
DevTools and PageSpeed are low-friction, while CLI and CI automation are straightforward for technical teams; fixes, prioritization, and publishing remain manual or external.
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/