Library Letter · May 10, 2026 · 5 min read · By Don Goldstein

Nine pieces. One operating thesis.

Search results aren’t ten blue links anymore. They’re a paragraph Google wrote, citing two or three sources — and for restaurant queries that paragraph now appears above the map pack. The nine pieces below are the operator’s response to that shift, in the order to read them.

Week 1 of a new batch cadence. This week is bigger than usual because it lays down the foundation the next ones will build on. Future batches will hook to whatever’s moving in the restaurant industry that week — a Google product update, a delivery-platform policy change, a wage-law phase-in. AI Overview citation is the new discovery surface, and almost no independent restaurant writes for it yet.

The through-line

Two things are happening at the same time, and they compound. One: Google’s search-result page is a paragraph the model wrote, citing two or three sources. As of March 2025 it triggered on 13.14% of US desktop searches; by spring 2026 it’s approaching one in five, and restaurant queries trigger it more often than the average. Two: the map pack still sits beneath that paragraph, and it’s still where most local-intent traffic clicks. So you’re competing on two surfaces at once — one new and shaped by paragraph quality, one old and shaped by Google Business Profile health.

AI Overview share of US desktop search

Mar 2025 (measured)

13.14%

Spring 2026 (est.)

~20%

13.14% is the most-cited measured share; the trend has been up, not flat, since. Restaurant queries trigger above the all-categories average.
Source: Search Engine Land, March 2025 AI Overview share

Search Engine Land — “Google AI Overviews are now showing for 13.14% of US queries, up from 6.49% in January” (March 31, 2025). Analysis of US desktop search results across a broad query basket. Most-cited measurement of AI Overview prevalence; the post-March-2025 trajectory is reported qualitatively across industry coverage rather than from a single consolidated follow-up measurement.

Five of the nine pieces address those two surfaces directly. The remaining four address the operating-economics decisions that determine what your restaurant actually has to say on those surfaces — what your menu costs to put in front of a guest, who handles the discovery, what compensation model your kitchen runs on.

The reading order

Each piece stands alone, but they ladder. Read them in order — the role tag on each tile tells you why the piece sits where it does. Search citation first (one through four), then social discovery (five), then operations and economics (six through nine).

  1. 1–4

    Search citation

    AI Overview paragraph rules · schema markup · Google Maps diagnostic · review-response playbook. The new front door, in priority order.

  2. 5

    Social discovery

    Instagram-as-SEO operator strategy. One piece, one channel — because Instagram is now where the second-largest stream of restaurant-discovery traffic originates.

  3. 6–9

    Operations and economics

    Delivery math · thirty-day delisting playbook · loyalty ROI · service-charge vs. tipping. The downstream economics that decide whether the discovery work above actually compounds margin.

The wave reads in three bands — search citation, social discovery, operations and economics — in that order.

Read the wave

In order, with role.

  1. 01

    Thesis

    How to get cited in Google’s AI Overview

    The paragraph-shape rules that turn a page into a cited source. Read first — every other piece ladders from this one.

  2. 02

    Technical companion

    Restaurant schema markup, paste-ready

    The JSON-LD block that gives #01 the entity scaffolding to cite. Six types, seven editable fields, validation step at the end.

  3. 03

    Diagnostic

    My restaurant isn’t on Google Maps

    The 10-minute walk for restaurants that don’t appear in the map pack. Four root causes; three are operator-fixable same day.

  4. 04

    Review playbook

    How to respond to Google reviews

    Four review archetypes, four response shapes. The 3-star is the most-read — that’s where undecided guests calibrate.

  5. 05

    Social discovery

    Instagram as restaurant SEO

    Google indexes captions; the in-app search bar is a discovery surface most independents still write at like it’s 2019.

  6. 06

    Channel math

    Uber Eats vs DoorDash vs Grubhub

    Same $42 ticket, three side-by-side margin walks. The headline 30% commission is identical; the second-layer fee stack opens a real spread.

  7. 07

    Delisting playbook

    30 days after leaving DoorDash

    The week-by-week shape of a delisting: which costs flex, which complaints arrive, where the channel mix lands. Pairs with #06.

  8. 08

    Retention math

    Loyalty programs that pay

    Four models, vendor-published prices, where each one wins. The loyalty conversation is downstream of the channel conversation.

  9. 09

    Compensation math

    Service charges vs tipping

    Three models, one $200 check. Server take-home varies; operator net varies; the customer pays about the same and feels differently about each.

Search citation · Social discovery · Operations & economics

What the claims in these pieces are anchored to

Every operating-floor number across the nine articles is anchored to a publicly verifiable source — platform-published commission tiers, vendor pricing pages, search-industry analyses, and Google’s own help documentation — or to an illustrative range that’s identified as such in the piece itself. Specific anchors include:

The single operating principle behind all nine pieces: ranking and being cited are not the same job. The first independent restaurant in a given market to write for the citation, not just the rank, owns the answer box for the next twelve months. Most operators haven’t made that shift yet. The window for being the first is open right now.


Don Goldstein is a restaurant operator and runs Muntin Digital. He writes the weekly batches that ship on this page.