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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
SearchPilot does not lead by two points on any criterion. Compare price and workflow fit.
Research depth
Discovery
How well the tool supports keyword, competitor, SERP, backlink, or market research before execution.
Frase
Broad first-party research and competitor context feeds content creation.
The homepage says Frase runs live SERP and competitor analysis and digs through the market before drafting. https://www.frase.io/
Read the full reviews: Frase and SearchPilot.
SearchPilot
Its analysis is deep for experiments, but it does not provide broad keyword, competitor, SERP, backlink or market research before execution.
The platform provides advanced analysis, credible intervals, forecast diagnostics, readiness analysis, crawl analysis, and Search Console analysis: https://www.searchpilot.com/what-we-do
Keyword research quality for SEO content
Discovery
How well the tool identifies, qualifies, clusters, and prioritizes keywords specifically for SEO content creation.
Frase
Strong SERP-grounded topic and content research, but the reviewed pages do not document a dedicated keyword database workflow.
Frase says it studies what ranks for a topic and provides research-backed briefs. https://www.frase.io/pricing
SearchPilot
No keyword discovery, keyword database, or keyword-volume workflow is described.
Official product descriptions focus on page experiments and impact measurement rather than keyword research: https://www.searchpilot.com/
Content execution
Execution
How well the tool helps produce, optimize, or operationalize SEO content.
Frase
Generates on-brand finished drafts, images, and revisions.
The agent page states Frase researches a query, drafts the page and images in brand voice, and scores fixes. https://www.frase.io/features/agent
SearchPilot
Can apply tested HTML/on-page changes and publish winning rules, but is not presented as a content ideation or writing system.
SearchPilot applies tests directly to HTML and offers publish-screen insights for additions, deletions, and modifications: https://www.searchpilot.com/what-we-do
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.
Frase
Carries brand, competitor, first-party visitor-question, and published-site context through the loop.
The homepage describes learning the brand, competitor picture, and questions visitors ask via Frase Answers. https://www.frase.io/
SearchPilot
Uses historical traffic, page groups, external factors, and site-specific behavior to contextualize tests.
The methodology uses historical traffic models and accounts for seasonality, competition, algorithm updates, and other external influences: https://www.searchpilot.com/for-data-analysts
AI-search / GEO
Visibility
How directly the tool helps teams improve visibility in AI answer engines and citation-oriented search journeys.
Frase
AI-visibility monitoring and GEO scoring are core capabilities.
The pricing page includes AI Visibility and the homepage describes monitoring citations across ChatGPT, Perplexity, Claude, Gemini, and Google AI. https://www.frase.io/pricing
SearchPilot
GEO/AI-search experimentation and LLM traffic measurement are explicit current positioning.
The homepage promises GEO and SEO A/B tests and the pricing page lists LLM traffic tracking: https://www.searchpilot.com/ and https://www.searchpilot.com/pricing
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.
Frase
Provides GEO scores, citation tracking, and AI-search fixes in the publishing loop.
Frase’s homepage says drafts are scored for SEO and GEO and that AI citations are monitored after publishing. https://www.frase.io/
SearchPilot
Strong readiness for testing AI-search changes, though the public material does not document a full GEO content/recommendation workflow.
SearchPilot exposes LLM traffic as a metric and positions controlled GEO experiments as a way to answer leadership questions about AI search: https://www.searchpilot.com/
Technical SEO
Diagnostics
How strong the tool is for crawling, audits, indexability, metadata, status codes, and technical site health.
Frase
Site auditing and page-level SEO readiness are present, but the reviewed first-party material does not establish a full technical crawler suite.
The homepage says Frase crawls a site page by page, scores SEO and AI readiness, and ranks fixes by impact. https://www.frase.io/
SearchPilot
It can deploy and monitor tested HTML changes and inspect crawl behavior, but it is not a general technical audit or site-health crawler.
Official pages document Proxy/API/Edge deployment, Googlebot crawl analysis, infrastructure monitoring, JavaScript compatibility, and publish QA: https://www.searchpilot.com/pricing
Publishing workflow
Operations
How well the tool moves work into CMS, publishing, approvals, or automated production workflows.
Frase
Direct CMS publishing and hosted FraseCMS are supported.
The pricing page lists one-click publishing to WordPress, Webflow, Sanity, Wix, or FraseCMS. https://www.frase.io/pricing
SearchPilot
Supports test build, QA, sign-off, and rollout of winners, but is not a CMS publishing system.
Publish-screen insights create audit trails and QA workflows; AutoPilot includes build, QA, sign-off, and analysis: https://www.searchpilot.com/what-we-do and https://www.searchpilot.com/pricing
Measurement & tracking
Measurement
How well the tool monitors rankings, content performance, visibility, or ongoing SEO progress.
Frase
Tracks Google rankings, AI citations, AI visibility, and decay.
The homepage explicitly lists ranking tracking, AI-citation monitoring, and Content Guard decay detection. https://www.frase.io/
SearchPilot
Exceptional fit for controlled SEO measurement with control groups, statistical analysis, forecasts, and multiple metrics.
The product reports test impacts, credible intervals, traffic/impressions/LLM metrics, Search Console comparisons, and automated analysis: https://www.searchpilot.com/what-we-do
Team collaboration
Operations
How well the tool fits multi-person workflows, agencies, approvals, handoffs, and repeatable processes.
Frase
Team seats, calendars, reports, and enterprise controls support collaboration.
Pricing lists multiple seats, a content calendar, client-ready exports, white-label reports, portals, SSO/SAML, and an account manager. https://www.frase.io/pricing
SearchPilot
Enterprise collaboration is supported through unlimited users, SSO, permissions, reporting, consultants, and Slack support on higher service levels.
Pricing lists unlimited users, SSO, built-in reporting, and CoPilot/AutoPilot support with dedicated Slack channels: https://www.searchpilot.com/pricing
Value accessibility
Buying
How easy it is for a team to reach value relative to pricing, setup complexity, and required expertise.
Frase
Self-serve plans begin at a public price with a no-card trial, though meaningful scale is paid.
The homepage says self-serve from day one and the pricing page publishes Starter at $39/month yearly with a 7-day no-card trial. https://www.frase.io/pricing
SearchPilot
The product is accessible to enterprise buyers but has a high published minimum and sales-led purchasing.
Core starts at $37,500 annually, while Commerce and Enterprise require a quote: https://www.searchpilot.com/pricing
Free tools
Buying
How useful the tool is before payment through free tools, free plans, trials, or public utilities.
Frase
A free trial and free FraseCMS hosting are available, but the core product is not a permanently free plan.
The pricing page documents a 7-day trial and FraseCMS Free at $0 with 100,000 page views/month. https://www.frase.io/pricing
SearchPilot
No free plan, free tool, or self-serve trial is listed.
The official pricing page lists only paid Core, Commerce, and Enterprise offers: https://www.searchpilot.com/pricing
Estimated customer scale
Market proof
Estimated customer or user scale based on public claims, with source claims stored separately for auditability.
Frase
First-party positioning indicates thousands of teams, but no exact customer count is supplied.
The pricing page says “Thousands of teams already run on Frase.” https://www.frase.io/pricing
SearchPilot
The official site proves high traffic-processing capacity, not customer or user count, so customer-scale credit remains low.
The homepage says SearchPilot handles over a billion requests each month and pricing says Enterprise can scale beyond 400m+ sessions/year: https://www.searchpilot.com/ and https://www.searchpilot.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.
Frase
The product has a named AI SEO Agent with natural-language workflows, API, and automation hooks.
The agent page describes research, briefs, drafts, scores, clustering, repurposing, and publishing in one chat; the API page describes REST API and webhooks. https://www.frase.io/features/agent https://www.frase.io/features/api-integrations
SearchPilot
Some automation and a platform API for reporting exist, but no autonomous agent or general agent API is documented.
Pricing lists a Platform API for reporting and automated statistical analysis; the public product pages do not claim a general-purpose agent: https://www.searchpilot.com/pricing
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.
Frase
Autonomous publishing and approval-based Content Guard fixes are explicit, with customer rules controlling what goes live.
The agent page says publishing occurs on approval and Content Guard proposes fixes for approval; pricing says the agent can publish on its own when enabled. https://www.frase.io/features/agent https://www.frase.io/pricing
SearchPilot
Users can run tests with autonomy and no coding, but experiments require suitable sections, QA, and often human sign-off or services.
The site says any platform/no coding is required and highlights autonomy, while AutoPilot includes sign-off before launch: https://www.searchpilot.com/ and https://www.searchpilot.com/pricing