AI RECOMMENDATION OPTIMIZATION

When someone asks AI for a business like yours, does it say your name?

You get a dated answer first, from ARO™ (the research method behind the ARO Index™), on whether AI actually recommends you over your competitors when a real buyer asks. Then you get a plan to change it.

94 ARO Score #1 Charleston, Sept 22, 2026
Therese Grittner, TaG Makes, Johns Island Charleston SC
THE PROBLEM

Most "AI SEO" sells you a mention and calls it a win.

What you want is simple: when a real buyer asks AI for a business like yours, your name comes up. Here's the catch (the external problem). AI doesn't show ten blue links, it picks one, and getting mentioned and getting recommended are not the same thing. A mention buried in the data doesn't pay your bills.

The internal problem is that nobody can tell you whether it picks you. TaG Makes measures which businesses AI actually recommends, how consistently, and why, then fixes the reasons it isn't picking you, with dated receipts.

ARO Analysis · Recommendation vs Mention
THE DIFFERENCE Recommendation
WHAT AI DOES Picks one business to recommend
WHAT MOST "AI SEO" MEASURES Whether you got mentioned
THE GUIDE

Why Therese

You have been guessing about AI. Therese measures it, then shows you the dated numbers.

The instrument

Therese created ARO™ and runs the ARO Index™, the research that records which businesses ChatGPT, Claude, Gemini, and Perplexity actually recommend, market by market. Every figure is queried live and dated before it goes anywhere.

The receipt

Her own site, before and after, dated: ARO Score 94, #1 Charleston, Sept 22, 2026. Every client gets the same dated read on the published panel, so the change can be checked.

The horse line

25 years conversing with 1,200 lb animals that respond to what is actually happening, not what they are told. Same job as watching what four models actually say. Everyone else leads the horse to water. Therese measures whether it drank.

THE PROOF

ARO Score 94, #1 in Charleston, and 4 of 4 models recommending, read Sept 22, 2026.

ARO Score Report · tagmakessc.com
ARO SCORE™ 94
EARLIER READ 20 / 100 (original scoring method, not comparable)
RANKING #1
PLATFORMS ChatGPT · Claude · Gemini · Perplexity
TEST METHOD Incognito / Clean Session
Every ranking test run in incognito with no history or memory. Every read is dated and logged.
perplexity.ai: who's the best AI search optimization...
Screenshot showing TaG Makes ranked #1 on Perplexity for AI search optimization Charleston

This is the result of rebuilding one Charleston business (this one) from the ground up with the ARO methodology: correct schema, entity signals across the web, answer-style content that AI can actually pull from. The earlier read was 20 on the original scoring method. It didn't move with blog posts and social updates, it moved when the structure changed, and that structure is what TaG Makes builds.

HOW IT WORKS

Measure. Fix. Prove.

1

Measure

Start with your ARO Score. The ARO Index shows where AI understands you, where it doesn't, and who it recommends instead.

2

Fix

Rebuild the parts that matter: positioning, structure, schema, the answer-style content AI pulls from. That is The Measured Rebuild.

3

Prove

Re-score. You get a dated before and after on the published panel, so you can check the change instead of taking it on faith.

Measuring and optimizing AI recommendation scores
WHAT IT COSTS

Straight pricing. No "contact us for a quote" runaround.

Refresh

$2,997

Existing site that mostly works but isn't getting recommended. Fix Pack diagnosis plus the fixes, with 3 months of monitoring.

Monitor Retainer

$1,000 /mo

Monthly ARO Score re-check, competitor movement report, slip alerts. About $33/day.

Defend Retainer

$2,000 /mo

Everything in Monitor plus active re-optimization when AI shifts. For competitive niches protecting #1.

Payment plans available. Three-month minimum on retainers.

FOR COMPANIES AND AGENCIES

Your team can't say if AI recommends you. I can, with a number.

Small businesses get the build. Companies get the researcher.

This is researcher-led advisory: AI recommendation, implementation, and process. See how it works for agencies and companies →

Fractional AI Search Lead

$6,000 /month

Strategic Advisory

$1,500

Audit and Roadmap

$1,500

Custom Industry Program

custom quote
CLIENT REVIEWS

5 stars. Every single one.

★★★★★

"Therese is amazing! She took everything we wanted and everything we didn't even know we needed and made it a reality! She is kind, thoughtful, precise, and intentional in her work and we couldn't be more happy with the results! Will continue to recommend her over and over!"

Brooke Hunter
Google Review
★★★★★

"Therese has been a huge component in starting my business. Her understanding of marketing and the logistics of having a successful company has truly helped me build my clientele and more. She helped me create an LLC, website, and answered all of my questions about the why's and how's of a business. I cannot recommend her enough."

Caroline Albright
Google Review
★★★★★

"TAGmakes is phenomenal. Therese somehow turns my vague ideas into creative, professional, perfectly on-brand work every time. She's easy to work with, wildly talented, and consistently delivers designs that stand out and get noticed. Highly recommend, unless you enjoy boring branding."

Kristyna Rathkamp
Google Review
★★★★★

"Incredible knowledge, patience, and fun to work with. I'm a total dummy (WAS) and now, with several hours, feel so much more in touch and confident. She's great!"

Barbara Ambrose
Google Review
FOR MARKETING AGENCIES

You keep the client. Therese does the AI work.

Your clients are starting to ask if they show up in ChatGPT. Most agencies can't answer that yet. White-label the work, keep the relationship and the markup, and give your client the one deliverable most agencies can't: proof, with a number, that AI recommends them.

Agency Partner Program
DELIVERABLE ARO Score + Measured Rebuild
YOUR ROLE Client relationship + markup
THERESE'S ROLE All AI optimization work
BRANDING White-label available
THE GLOSSARY

Everyone's using the acronyms. Here's the honest translation.

AEO, GEO, LLMO, AI SEO. The market has a lot of terms. Most of them measure mention. ARO measures selection. Start with the glossary.