we just shipped a r/JustStart launch post pitching crawlgraph as a one-time lifetime deal and an ahrefs alternative. one of the early comments was sharp enough to make us rewrite the homepage. here's what was said, why it's right, and what we're doing about it.
the feedback that triggered this post
cool idea, but this is one of those cases where “free data exists” ≠ “you can replace ahrefs”. common crawl gives you links, but ahrefs gives you clean, debiased, continuously corrected signal. that cleanup layer is basically the whole product.
also most seo use cases don’t actually need “all backlinks” - they need what changed recently (new links, lost links, anchor shifts). that’s where the real insight is.
partially right. partially wrong. importantly right enough that we owe a real answer.
where ahrefs genuinely wins
ahrefs maintains its own backlink crawler. discovery timing varies by page and crawl coverage; a new link is not guaranteed to appear the next day. more frequent observations can help with content-promotion tracking and competitor change monitoring, but do not establish why rankings moved.
the “cleanup layer” the commenter mentions is real: ahrefs de-duplicates link sources, normalizes anchor text, filters spam farms, and re-validates that links are still live. common crawl publishes the graph as it found it - we don’t add cleanup.
if your job is “tell me what changed in our backlink profile this week and why our rankings moved” - $129/month is fair. we’re not trying to beat that use case.
where common crawl + crawlgraph wins
most indie seo use cases aren’t live monitoring. they’re prospecting. you have a domain you want to rank, you know which competitor is currently ranking, and you want a list of observed domains linking to that competitor so you can pitch the same sites.
for that job - give me a 50-domain outreach list, today - common crawl can provide candidate referring domains from a named snapshot. its coverage differs from ahrefs and is not a complete inventory of public links. some observed links may have changed since the crawl; others may never have been captured. check relevance and the live linking page before outreach. an absent result does not prove that a link is absent from the live web.
and the snapshot model is actually a feature for prospecting. you want a stable list you can chunk into a sequencer and work through systematically - you don’t want the list mutating every time you refresh.
the math, both ways
ahrefs lite tier: $129/month × 12 = $1,548/year. you get live signal monitoring, a polished ui, customer support, the cleanup layer.
crawlgraph lifetime: $99 once. you get paid access to the indexed referring-domain results, csv/json export, and competitor gap analysis. a lookup returns at most 100,000 referring hosts alongside the full observed count. competitor limits depend on the surface: three in the inline domain-page form, four on the gap-analysis page and in the account dashboard, and five through the api. paid api quotas are 1,000 backlink calls and 50 gap calls per month; web requests also have rate limits. see the api documentation for current limits.
if your stack is ahrefs + crawlgraph, your year-one cost is $1,647. if you drop ahrefs and use just crawlgraph for the outreach-prospecting half of the workflow, you save the $1,548 ahrefs bill every year, and the one-time crawlgraph price is already paid.
the right answer for a lot of indies is “both, briefly”: keep ahrefs while you're actively monitoring a campaign, then cancel and use crawlgraph for the next prospecting sprint. the lifetime price means crawlgraph stays useful even when ahrefs isn’t in the budget.
what this means for the marketing
at the original may 2026 publication, we described four changes:
- new homepage hero variant. half of new visitors now see the “outreach hit list” positioning instead of the “outrank competitors” one. we’ll a/b which one converts better.
- compare table got a “best for” column. ahrefs: live signal monitoring. crawlgraph: outreach prospecting. semrush: all-in-one suite. moz: domain authority. honest categorization beats tribal positioning.
- changes panel copy clarified. the per-domain page now explicitly says “for live change tracking right now, you need ahrefs” instead of vague-promising deltas that don’t exist until the next common crawl release ingests.
- this post. public, indexable, and linked from the next forum response we make. if you’re reading this from a comment we dropped somewhere - you can see we changed our minds based on a single thoughtful piece of feedback. that’s the kind of indie we are.
thanks to whoever wrote the comment. it was worth a homepage rewrite. the full write-up of the ahrefs comparison, with pricing, lives on the free ahrefs alternative page.
documents crawlgraph backlink workflows, open-data methods, and the limits of each report.
plus one when a new common crawl release lands. that is all.