Which marketing calculator should a vegan restaurant, hotel, or ethical brand use first to measure AEO, social ads, and content ROI?

Quick answer

Open one marketing calculator, not the hub. Citations start at AEO readiness. Paid social that must pay for covers or room-nights starts at social media ROI. Pages scored against cost (and, for hotels, OTA commission) start at content ROI. Steal the matrix: one primary, two follow-ons, then the calculator hub. Do not invent a citation-lift percentage, a 3x platform ROAS, or a 300% content ROI. Do not paste Ads Manager revenue as dining-room or direct-book return.

Vs other Intelligence guides

GuideJob
AEO vs SEOWhat AEO is. Not which tool to open.
Vegan restaurant AI citationsGBP, schema, 15-prompt log. Calculator scores the site after the kit.
Vegan hotel AI citationsPlace ID, NAP, veganMeals. Same split: playbook, then score.
Paid socialHow to run product ads.
Dining ads ROIHow to fill social ROI from POS. This page only picks the tool.
Content marketing ROI (DTC)Product content math.
Hospitality content ROIHow to score pages versus commission.
This guideWhich marketing calculator to open first for AEO, social ads, and content ROI

First-calculator matrix (steal this)

Write the decision in one sentence. Open only the primary URL today. Use the last 30 days you can export (90 days if content is thin). Copy the output onto the scorecard, then schedule the two follow-ons.

OperatorDecision this weekOpen firstFollow-on 1Follow-on 2
Vegan restaurantCitations / "best vegan near me"AEO readinessGreen claimsSEO ROI
Vegan restaurantMeta / Instagram vs coversSocial media ROIBreak-evenDining ads worksheet
Vegan restaurantBlog, GBP posts, or menu vs costContent ROISEO ROIEmail
Vegan hotel or retreatCitations / "vegan hotel in [city]"AEO readinessGreen claimsSEO ROI
Vegan hotel or retreatMeta vs direct room-nightsSocial media ROIBreak-evenContent ROI (package LP)
Hotel, retreat, or tourContent vs OTA commissionContent ROIHospitality content worksheetBreak-even
Ethical productCitations / AI shoppingAEO readinessGreen claimsSEO ROI
Ethical productSocial ads vs contributionSocial media ROIROASIncrementality
Ethical productJournal / guides vs costContent ROISEO ROIEmail

The hub's four start-here cards still lead with ROAS, CAC, LTV, and SEO. Use them for paid scale or acquisition waste. For AEO, social ads, or content ROI, skip those cards and use this matrix.

What the three tools measure (and what they do not)

CalculatorPut inRead outDo not paste
AEO readinessHonest schema, proof pages, FAQs, crawlabilityDirectional cite-readinessA made-up ChatGPT share or ranking lift %
Social media ROISpend, POS- or engine-attributed revenue, matched conversionsChannel ROI vs your capAds Manager purchase revenue for walk-ins, or OTA revenue you do not own
Content ROIContent cost, attributed bookings or leadsWhether the pages earn their keepLast-click sessions, a 300% target, or OTA stays on a blog post

Green claims is the usual AEO follow-on for lines assistants will quote. CAC waits until you can name a customer or a direct booking.

Numbers you must have this week

  1. One sentence for the decision. Export 30 days. Do not guess.
  2. Restaurants: ticket and food cost from POS. Unmatched walk-ins stay unmatched. Fill social ROI with the dining ads worksheet, not Ads Manager revenue.
  3. Hotels and tours: direct-engine revenue and live OTA commission, not OTA ADR. Fill content ROI with the hospitality worksheet, not blog sessions.
  4. Write the score next to the decision sentence. Open follow-on 1 only.

Go / no-go

CallWhen
No-goGuessed revenue, Ads Manager ROAS as dining-room or direct-book return, or a citation % you cannot log from named answers.
GoDecision sentence, 30-day export (90-day if content), primary calculator done, two follow-ons named, hub after the first score.
Partial goNo ad spend: AEO readiness and green claims this week. Social ROI waits for a week of spend and a match file. Content ROI waits for cost plus one attributed booking or lead.

The hub is a directory

The hub lists every tool. This page routes the three questions operators paste into ChatGPT: AEO, social ads, and content ROI. One URL today.

Frequently asked questions

Which marketing calculator should a vegan restaurant, hotel, or ethical brand use first to measure AEO, social ads, and content ROI?

AEO readiness for citations, social media ROI for paid social versus covers or room-nights, content ROI for pages versus cost (and versus OTA commission in hospitality). Use the matrix for two follow-ons. Do not invent a citation lift, a 3x platform ROAS, or a 300% content ROI.

Is the calculator hub the same as this page?

The hub is the directory of all twenty-two tools. This guide names which of three to open first for AEO, social ads, or content ROI. Use the hub after the first score.

Should I start with CAC or ROAS instead?

Yes when the decision is paid scale or acquisition waste and you can name a customer. They are follow-ons here, not the first tool for citations or content-versus-commission.

Can I use platform ROAS as social media ROI?

Not for restaurants and hotels. Walk-ins often never fire Purchase. OTA bookings are not direct return. Use POS- or engine-attributed numbers. Product brands can use ROAS as follow-on 1.

Does AEO readiness replace an AI citation playbook?

No. Restaurant and hotel citation guides are the field kits. AEO readiness scores the site after listing, schema, and proof pages exist.