MachineWitness alternatives

Tools that do what MachineWitness does, found by what they say they do rather than by shelf. Among the equally alike, the most used come first. Each line says how it differs from MachineWitness.

Read 2026-10-27

With a free plan or free to use: Put Roots, SharkGeo, Figma, Abby SEO, AuditAE, AI search visibility, Traffic Monitor.

10 alternativesUnlike MachineWitness

#1
Webflow Productivity MCP · sign-in
Visual canvas for designing, building and publishing websites, with a content management system, hosting and search-visibility tools.
More widely used
631k
Active
2013
#2
nerfWatch()Productivity
Runs a daily test of AI models through their public APIs and alerts when a model appears nerfed.
Also: Evaluation
20 linking domains
#3
Put Roots Productivity MCP · open
Plans a 60-day relocation checklist on a map, pins each task to a place, and drafts letters and bookings for your approval.
Also: Workflow automation, Agents
5
From $9/mo
#4
SharkGeo Agents
Checks whether AI answer engines cite a domain, then generates llms.txt, JSON-LD, FAQ and comparison pages from that site.
Also: Analytics
21 linking domains
From ≈ $55/mo
#5
Figma Productivity MCP · sign-in
Collaborative canvas for drafting and prototyping interface designs, with a dev mode that turns designs into code.
More widely used
11.3M
Active
2012
#6
Abby SEO Data MCP · open
Crawls a site's homepage and key internal pages, running 20 SEO checks and listing the code or copy fixes for each failure.
Same job
21 installs/mo
Active
From $8.99 once
2024
#7
AuditAE Knowledge MCP · sign-in
Runs buyer questions through four AI answer engines to show which brands they name or link, and suggests page fixes.
Same job
21
Active
From $0.05 per use
#8
Corpus Productivity MCP · open
Forms a business in all 50 states and surfaces the state and local rules that apply, each with a legal citation.
Also: Search
655
From $99/yr
#9
AI search visibility Data MCP · open
Checks whether AI search crawlers may fetch a site's robots.txt and homepage, and generates or validates llms.txt files.
Also: Analytics
4
#10
Traffic Monitor Productivity
Reads Google Search Console data for blogs and sends daily traffic alerts, keyword research and rank tracking.
Also: AnalyticsMore widely used
8
Active

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How this list is made: the words MachineWitness is described with (what it does, for whom, what it is used for) are matched against every tool in the Atlas. A tool on the same shelf, or doing the same kind of work, counts for a little more. Nothing here is paid for.