SEO

Audit referring domain quality

Grade the domains linking to a site by authority, traffic and link count, spot concentration risk and link-farm patterns, and separate the referring domains that carry weight from the ones that are noise.

The playbook

A backlink count is nearly meaningless on its own. Two hundred links from one directory and two hundred links from two hundred real sites are different profiles with the same number. This playbook reads the profile at the domain level, where quality and risk actually live.

Steps

  1. Pull the referring domains. ahrefs.referring_domains with the site as target, limit: 1000, order_by: "domain_rating:desc". You get domain, domain rating, the domain's own organic traffic, how many links it points at the site, and first and last seen dates.

  2. Describe the distribution. Bucket by domain rating (0 to 20, 21 to 40, 41 to 60, 61 and up) and report count and share per bucket. Do the same for the domain's organic traffic (zero, under 1k, 1k to 10k, over 10k). A healthy profile has a long tail of small sites and a meaningful minority above DR 40 with real traffic.

  3. Measure concentration. Share of total links from the single largest referring domain, and from the top five. Treat a domain with hundreds of links to the site as one relationship (a sitewide footer or blogroll), not hundreds of endorsements. A profile where one relationship supplies most of the links is fragile: losing it moves rankings.

  4. Flag the patterns that usually mean nothing or worse.

    • High domain rating with near-zero organic traffic: the signature of a link network or an expired domain that was bought for its metrics.
    • Very high link counts from one domain: sitewide placement. Counts once.
    • Clusters of domains that first appeared in the same week: a campaign, paid or otherwise. Note the date.
    • A large share of domains with no traffic at all: low-value directories and scraper sites. Harmless, but not an asset.
  5. Compare against one competitor (optional). Repeat step 1 for a competitor the user names and put the two distributions side by side. The useful finding is which DR band the site is missing relative to a competitor that outranks it.

  6. Report. The distribution table, the concentration numbers, the top 20 referring domains by DR with their traffic, the flagged list with the reason for each flag, and a plain statement of what the profile is missing. Recommend outreach toward the band the site lacks. Do not recommend a disavow unless the user has a manual action in Search Console.

Gotchas

  • Domain rating is Ahrefs' estimate, not a Google metric. Use it to rank domains against each other, never as a score Google sees.
  • Third-party link indexes lag by weeks. A domain that stopped linking last week still shows. Read last_seen before treating a link as live; continue with lost-backlink-recovery for the stale ones.
  • Do not disavow on the strength of this audit. Google ignores most low-quality links on its own. A disavow file is for manual actions, and a careless one removes links that were helping.
  • Nofollow links still send visitors. A nofollow link from a high-traffic site is worth more than a dofollow one from a dead site. Traffic is in the table for that reason.
  • The 1000-row cap is the top slice. On a site with tens of thousands of referring domains, sorted by DR, the tail is not in the result. Say so.

Sequel CLI

Install Sequel skills into your agent

One command connects your agent to Sequel and installs the Sequel skill, so it knows this playbook exists and reads it when a question matches. The CLI signs you in, provisions a scoped API key and writes the config for you.

Already have an MCP client?

https://api.sequel.sh/mcp

Point it at this URL and sign in when prompted, or send an API key from Settings as a Bearer token. Skills come with it; nothing else to install. Manual setup per client

  1. 1

    Install the Sequel CLI

    One line installs the latest CLI with whatever package manager you have.

    curl -fsSL https://sequel.sh/install | sh
  2. 2

    Sign in

    Authenticate in your browser and pick an organization.

    sequel login
  3. 3

    Install into your agent

    Writes the MCP config and installs the Sequel skill file for agents that support skills. Pick an agent from the list, or target one directly by its slug.

    sequel install
    • Claude Code
      sequel install claude-code
    • Claude
      sequel install claude
    • Cursor
      sequel install cursor
    • VS Code
      sequel install vscode
    • Windsurf
      sequel install windsurf
    • Zed
      sequel install zed
    • Codex
      sequel install codex
    • OpenClaw
      sequel install openclaw
    • Hermes
      sequel install hermes

More like this

Other SEO skills

Analyze high-ranking landing pages

See which pages perform best in organic search: the landing pages that earn the most clicks and impressions, the queries behind each one, and how they compare with competitor estimates from Ahrefs.

Audit internal links to important pages

Audit the site's own internal linking: crawl navigation and body links between the site's pages to find valuable pages with too few inbound internal links, orphan pages, and the handful of cross-links that would lift striking-distance rankings.

Audit or draft an llms.txt

Check whether the site has an llms.txt, whether it follows the spec and points at the pages that matter, and if it is missing draft one from the pages Search Console shows people actually find, so AI assistants get a curated map of the site instead of guessing.

Audit redirect chains and loops

Follow every redirect on the URLs Search Console still sends traffic to, on the sitemap, and on backlinked pages, to find chains, loops, redirects to the homepage, and temporary redirects that should be permanent, so link equity and crawl budget stop leaking.

Audit titles and meta descriptions

Compare the title and meta description of each top page against the queries it actually ranks for in Search Console, and find missing, duplicate, truncated or misaligned metadata on the pages where a rewrite would earn the most clicks.

Backlink profile health check

See who links to the site and whether the backlink profile is healthy: referring domains, authority distribution, anchor text mix, dofollow share and concentration risk from Ahrefs, optionally compared against a competitor.

Put this playbook to work

Connect a source, ask the question, and the agent follows these steps. Free to start.