Google Ranking Volatility and the Agency Pitch: Hire an Executive or License a Measurement Tool?

When Google rankings move, every client sends the same email: what happened to our traffic? The agency that answers with a record wins the account renewal. The agency that answers with a guess starts a long week.

My thesis is short. Hire executives for judgment. License the instrument that feeds the judgment. And do it in that order, because a measurement baseline is the one thing a new hire cannot give you after the fact.

Five stories from this week point at the same problem. Read together, they say that legibility is now what gets rewarded.

The hire SaaStr wants, and what it needs underneath it

SaaStr's piece on the top job for 2027 starts with a conversation with an agentic B2B CEO running a company at $100M+ ARR (SaaStr's description, read October 25, 2026). The argument is that a company at scale should have one to three ex-founders on the team, executives who can take the load rather than only do the work. The piece says these people have superpowers you cannot train into an operator who has never been a founder.

I think that is a good idea. A founder-turned-executive owns outcomes without being told which ones. That is rare and worth paying for.

The execution question is what they own the outcome of, and with what instrument. A $100M+ ARR company can absorb an executive who spends the first year building the dashboards. An agency with fifteen people cannot. If the new executive's first six months go to assembling evidence, you hired a judgment engine and used it as a reporting analyst.

So split the load into two kinds:

• Judgment load. Which client to fire, which bet to make, what to tell a nervous client on a Saturday.
• Instrument load. Recording, counting, comparing, and keeping the record fresh.

Hire for the first. Do not hire for the second if a tool does it by default.

What October 24 asks of an agency

Search Engine Roundtable reported significant ranking volatility on Saturday, October 24, captured by many third-party Google tracking tools, along with heavy chatter in the SEO industry about traffic changes. The author's inference is that a ranking adjustment was released Friday and into Saturday. That is an inference from tracker data and community reports, as the article itself frames it, not a confirmation.

Be careful about what those trackers are. They measure a sample of keywords on a schedule. They tell you the weather in general. They do not tell you what happened to your client's pages.

That reading lives in your clients' own Search Console data, and in server logs for the clients who have them. Those are first-party records. The useful questions are specific:

• Did impressions for this client move, and on which page types?
• Did clicks move with the impressions, or did one fall while the other held?
• Did crawler and answer-engine fetches change in the same window?

We have written before about what the logs say an answer engine fetched, versus what it sent back as visits. The habit is the same here. Do not argue from the vendor's announcement or from the tracker's chart. Read the record.

Here is the part that matters for the hire-or-license decision. If you were not recording the weeks before October 24, you cannot reconstruct them. A recorder cannot read a day it was not running. An executive hired next month brings judgment, but arrives to a gap. A licensed instrument that was already recording does not.

Concentration and the holdco pitch are the same story

In Jason Lemkin's notes on the week's 20VC, capital looks more concentrated than he has ever seen. The examples include a profitable $20M ARR company that cannot get a meeting, Anthropic's $16.8B quarter, CoreWeave's 25% drop and Modal at $15.75B (all as reported by SaaStr, read October 25, 2026). His advice runs toward volume of conversations ("meet 100 VCs") and a concentrated bet on building to production.

The profitable company that cannot get a meeting is the detail I keep returning to. Being good was not enough. It was not legible to the people with the money.

Now put Digiday's briefing on the agency pitch next to it. Its summary line: "Fewer holdcos, more ways to pick one." Buyers face a smaller field and more ways to compare it. When a buyer can compare easily, the seller's story gets discounted and the seller's evidence gets read.

An independent agency or a software company selling into agencies sits in the same position as that $20M ARR company. Good work that cannot be shown is the same as no work to a buyer with a short list. The pitch that survives has a record in it: what moved, when, how you know, and what you did about it.

This is also why I am skeptical of agencies that build their own GEO product and report brand visibility without checking relevance. A homegrown measurement is hard to defend in a pitch against a comparison-ready buyer. The questions will be about coverage, provenance and freshness, and the answers need a way to be tested.

Skills travel. Records do not.

Simon Willison's post on donating agent skills to the Agentic AI Foundation was in the supplied material by title only, so I will keep my claim to what the headline supports: agent skills are being moved into a shared foundation. My inference, not his: when procedures get packaged and shared across vendors, the procedure becomes easier for everyone to copy. The thing that stays yours is the record the procedure runs against.

That cuts against building. If the steps are going to be common, then spending a year writing your own steps to measure search visibility buys you little. What a competitor cannot copy is a clean, dated record of your clients' own performance, collected before anyone asked for it.

What a team does on Monday

1. Sort every recurring task into judgment or instrument. If the task is "count, compare, record, refresh," it is instrument load.
2. Test the instrument on four things: coverage (what is not captured), provenance (where each number comes from), freshness (the read date), and a way to check it against a source you control, such as Search Console.
3. License the instrument before the next event. The point is the baseline. Every week without a recorder is a week you cannot answer for later.
4. Hire the executive for judgment. Give them a record to judge. SaaStr is right that one or two people who carry the weight are worth more than a bench of people who do tasks. They need something to carry the weight with.
5. Put one evidence page in your pitch. Date-stamped, sample sizes stated, zeros labeled as zeros, estimates labeled as estimates. In a market that compares easily, that page is the differentiator.

The case for building your own is narrow: you have a data source nobody else has, and the measurement is your product. For most agencies and software teams, it is not. The measurement is a cost of doing the work well, and the cheapest time to start recording was before October 24.

If you want to license this instead of building it, the owner-and-signals data API, the AI visibility report and the content engine as a service are all available through the licensing inquiry at smarttechinvest.com/licensing. Terms are quoted on a call.