Choose a replacement by the shape of tool your site needs. Enterprise suites now cover classic SEO and visibility in AI answers, crawl and log specialists go deeper on technical health, and lighter all-in-one toolboxes are enough for many smaller sites. Decide which job hurts most today, then shortlist inside that group only.
Botify's homepage no longer leads with crawling. It leads with helping brands get found by shoppers, bots and agents, and that changes what you should be comparing it with. Here's where I'd start, then the reasoning, then the nine options.
Advice before you book a single demo
Pick the group first and the brand second. If your biggest headaches are crawl depth, faceted navigation, orphaned sections or what Googlebot does in your log files, go to the crawl and log specialists and stay there until you've ruled them out. If the people above you want a monthly view of how the brand appears in AI answers, the enterprise suites are the ones that describe that report. If your site is modest in size and you mostly need keyword research, audits and position tracking, a lighter toolbox will do the job without a long onboarding.
Whichever group you land in, don't let a sales call define the requirements. Write down the three questions you answer every month today, such as which templates waste crawl activity or which pages lost visibility, and ask every vendor to answer those on your data. A platform that can't answer your existing questions won't help with the new ones.
Crawling was the job. Now it's AI answers as well
The base product isn't alone in moving. Nearly every suite on this list describes classic SEO and AI search in the same breath. BrightEdge calls itself an enterprise SEO platform for visibility across Google and AI search engines. seoClarity says it's an enterprise platform for SEO and AI answer engine visibility. Siteimprove, by its own description, joins accessibility, analytics, SEO and content strategy for web teams, so search is one strand of a wider remit.
There's a naming trap here too. Searchmetrics' old domain now lands on a page for Conductor, which describes enterprise SEO and AI search visibility. Before you add a name from an old comparison to your shortlist, check who owns it today on the vendor's own homepage, so you know what you'd be buying.
What this means in practice: AI visibility reporting is something all of these suites talk about, so it won't separate them on its own. The difference you'll feel day to day is how each tool crawls and how it handles your logs, which is why my advice above puts those first. If AI search is the main reason you're looking, my guide to visibility in AI search covers the wider field.
Suite, specialist or toolbox: the table
| Tool | Shape | Good for |
|---|---|---|
| BrightEdge | Enterprise SEO and AEO suite | Large brands reporting on search |
| Conductor | Enterprise SEO and AEO suite | Teams wanting content generation and site monitoring too |
| Lumar | Technical SEO and site optimisation | Large sites wanting more than a crawler |
| Oncrawl | Crawl and log data platform | Dedicated technical SEO teams |
| SE Ranking | All-in-one SEO platform | Keyword research, position tracking and audits |
| seoClarity | Enterprise SEO and AEO suite | Large and complex sites |
| Seolyzer | Crawler plus log analysis | Hands-on technical SEOs |
| SISTRIX | SEO toolbox | Analysing your own site on Google |
| Siteimprove | Content, accessibility and SEO platform | Web teams with a wide remit |
Crawl and log specialists, plus two lighter toolboxes
Crawl and log specialists. These are closest to what Botify was first known for. Lumar describes itself as a website optimisation platform working at enterprise scale. Oncrawl says it's a cloud platform that collects and cross-references crawl, log and performance data. Seolyzer calls itself a technical SEO platform that combines a crawler with log files and Search Console data.
Lighter all-in-one toolboxes. SE Ranking pitches its software at agencies and in-house teams. SISTRIX presents itself as an SEO toolbox for looking at your own site and your competitors. Neither positions itself as an enterprise crawl engine, and that's the point: if you never needed log analysis, you may have been carrying more platform than the site required. My rundown of common technical SEO issues shows what a crawl should be catching.
Run a technical SEO or AI search platform that fits one of these groups? Put it forward for the next review of this page.
All nine enterprise SEO options, A to Z
Here they are by name, in no particular order of preference, each with one thing its maker claims for it.
BrightEdge
Best for: Teams judged on traffic and revenue as well as visibility, which the vendor says it grows across several search and AI engines.
Conductor
Best for: Brands watching AI assistants, as the vendor says it tracks visibility across ChatGPT, Gemini, Copilot, Claude and traditional search.
Lumar
Best for: Web teams that want AI brand visibility, tech SEO, site speed and web accessibility in what the vendor calls a single platform.
Oncrawl
Best for: Specialists who want raw technical SEO data turned into strategic insight, in the vendor's own words.
Want AI doing the heavy lifting in your marketing?
I build the systems that handle the boring 80 percent, so you get your week back. Done properly, with the human kept in.
SE Ranking
Best for: Agencies and in-house marketers who want the full SEO cycle in one place, backed by what the vendor calls search data you can trust.
seoClarity
Best for: Quicker execution and actionable insights, which the vendor promises from what it calls a unified SEO and AEO platform.
Seolyzer
Best for: Better decisions from one workflow; the vendor says you launch a crawl, import your log data and connect your Search Console.
SISTRIX
Best for: Keeping an eye on rivals in Google results; the vendor's line is that your competitor is only one click away.
Siteimprove
Best for: Content and web teams who answer for more than search, from a vendor that says it brings those jobs into one platform.
Test on your largest section before you sign
Every vendor will show a tidy demo site. Ask instead for a trial crawl on the part of your own site that causes the most trouble, then run these checks.
- Crawl the biggest template. Pick the section with the most URLs, such as product listings or filtered category pages, and see how far each crawl gets and how clearly it reports duplicates and parameters.
- Load a week of logs. Compare what the tool says search bots visited with what you expected. Gaps between the two are where technical wins hide.
- Ask for your current monthly report. Rebuild one report you already send, including any AI visibility view your leadership asks for, and time how long it takes.
- Check the handover. See how issues move from the platform to the developers who fix them, whether that's tickets, exports or shared dashboards.
Keep the old platform running until the new one has produced that monthly report at least once. Internal linking work is easy to lose in a move, so it's worth reading my internal linking tools guide if that was part of what you used the old platform for.
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Frequently asked questions
What does a technical SEO platform do that a keyword tool doesn't?
It crawls your whole site the way a search engine would, flags problems such as broken links, duplicate pages and blocked sections, and on the deeper tools compares that with log files showing what bots visited.
Do I need log file analysis?
If your site has tens of thousands of pages, filtered navigation or frequent template changes, logs show where search bots spend their time. On a small brochure site you can usually skip it.
What's answer engine optimisation?
It's the work of making your content easy for AI assistants to find, understand and cite in their answers. Several suites on this list describe it next to classic search visibility.
Can I run two platforms at once while I decide?
Yes, and it's sensible on a large site. Run both on the same section for a few weeks so you can compare crawl results and reports on identical data.
How do I check a product name hasn't changed hands?
Visit the vendor's own homepage and see whose name and logo it shows. Old domains sometimes redirect to a new owner, so a familiar name may now be part of another product.
