Harbor & Vine Bistro/ Search & AI visibility audit
Report HV-0926 · Final
Search & AI visibility audit · Apr – Sep 2026 · Coral Grove, FL
From invisible to the first answer.
Harbor & Vine Bistro served the best brunch on the bay, and almost nobody could find it online. Six months of fixes later it leads the map, owns its search result and is the restaurant AI assistants recommend first.
Client
Harbor & Vine Bistro
Prepared by
Kaplakata
Period
6 months
Pages audited
14 + profile
Visibility index
demo data
Apr
29
Sep
91
Visibility index rose from 29 in April to 91 in September, out of 100.
Weighted average of the five scores below, measured with the same crawl and the same 25 local queries each month.
01 — Executive summary
Five scores, all of them failing in April.
The kitchen was never the problem. Search engines couldn't read the site, the map listing looked like a generic restaurant, and AI assistants had nothing to quote. We fixed the foundations first, then gave every engine a clear, consistent story to tell.
01 · Score
42was 42
Technical SEO: 42 before, 94 after, out of 100.
Crawl, index, sitemap, redirects
+52 pts
02 · Score
35was 35
On-page: 35 before, 92 after, out of 100.
Titles, descriptions, headings, alt
+57 pts
03 · Score
28was 28
Local: 28 before, 96 after, out of 100.
Business profile, citations, reviews
+68 pts
04 · Score
31was 31
Core Web Vitals: 31 before, 89 after, out of 100.
LCP 5.8s → 1.6s on mobile
+58 pts
05 · Score
6was 6
AI visibility: 6 before, 84 after, out of 100.
Cited in AI answers for brunch queries
+78 pts
Organic clicks
+212%Apr → Sep
Calls from search
+147%tracked number
Mobile LCP
1.6swas 5.8s
AI answers cite it
4 / 5was 0 / 5
02 — The search result
Same restaurant, same search. One of these gets the click.
Searching the bistro by name used to return a page called “Home” under a directory listicle. Now it returns a rich result with review stars, hours, price range and four sitelinks straight to the menu and reservations.
harbor and vine bistro coral grove
AllMapsImagesNews
About 1,240 results
LocalEats Guide
https://localeats.example › florida › coral-grove
12 Best Brunch Spots in Coral Grove (2026 Update)
From bottomless mimosas to Cuban breakfast plates, these are the brunch tables locals line up for this season…
Welcome to our website!! We are a restaurant. Click here to see our menu (PDF). Copyright 2019 All Rights Reserved. Powered by…
harbor and vine bistro coral grove
AllMapsImagesNews
About 1,240 results
H&V
Harbor & Vine Bistro
https://harborandvinebistro.example › brunch
Harbor & Vine Bistro | Bayfront Brunch & Seafood in Coral Grove
★★★★★★★★★★4.7 (312 reviews)·$$·Brunch restaurant
Open · Closes 10 PM · 2140 Mangrove Ave
Weekend brunch from 9 AM on a shaded bayfront patio: guava French toast, stone crab benedict and bottomless cafecito. Reserve online or walk in.
Menu
Brunch, dinner & drinks with prices
Reservations
Book a table in two taps
Weekend brunch
Sat & Sun, 9 AM – 3 PM
Private events
Patio buyouts up to 60
LocalEats Guide
https://localeats.example › florida › coral-grove
12 Best Brunch Spots in Coral Grove (2026 Update)
From bottomless mimosas to Cuban breakfast plates, these are the brunch tables locals line up for this season…
BeforeAfter
‹›
Drag the handle or use arrow keys
Title
“Home” became a 58-character title with the place, the meal and the neighborhood.
Rich result
Restaurant schema plus a verified profile unlocked stars, hours and price range.
Sitelinks
A clean menu and reservations structure earned four deep links.
URL
index.php?page_id=2 became /brunch, one https redirect instead of three.
03 — Local map pack
From #14 to the first pin on the map.
Most restaurant decisions happen in the map results, not the blue links. Better categories, consistent citations and a steady flow of answered reviews moved Harbor & Vine into the top three for every brunch query we track.
Map rank · “brunch near me”
#14 → #1
Categories
1 → 3
Citations corrected
19 of 23
Reviews answered
0% → 100%
After: Harbor & Vine Bistro is first in the map results.
brunch near meCoral Grove, FL
A
Harbor & Vine Bistro
4.7★★★★★★★★★★(312)·Brunch restaurant · $$
2140 Mangrove Ave · Open · Closes 10 PM
WebsiteDirectionsCallMenuReserve
B
Mangrove Kitchen
4.5★★★★★★★★★★(538)·Cuban restaurant · $
877 Calle Palma · Open · Closes 3 PM
C
The Sunday Table
4.4★★★★★★★★★★(204)·Brunch restaurant · $$$
35 Banyan Way · Open · Closes 2 PM
04 — AI answers
When someone asks an assistant, it now names Harbor & Vine first.
AI assistants answer from what they can read and verify. We published an llms.txt summary, an FAQ page answering the questions guests really ask, and consistent facts everywhere, so assistants have something accurate to quote and a page to cite.
AI assistantBefore · Apr
best brunch in Coral Grove
Here are a few popular brunch spots in Coral Grove:
Mangrove Kitchen: Cuban breakfast plates and strong cortaditos.[3]
The Sunday Table: a farm-to-table menu with a long wait on Sundays.[1]
Coral Grove Café: pastries and coffee near the marina.[2]
Sources
[1] localeats.example
[2] citybites.example
[3] mangrovekitchen.example
AI assistantAfter · Sep
best brunch in Coral Grove
Three places stand out for brunch in Coral Grove:
Harbor & Vine Bistro: bayfront patio, guava French toast and stone crab benedict. Brunch runs 9 AM to 3 PM on weekends and the patio is dog-friendly; reservations recommended.[1][2]
Mangrove Kitchen: Cuban breakfast plates and strong cortaditos, cash-friendly and fast.[3]
The Sunday Table: a farm-to-table menu with a long wait on Sundays.
Sources
[1] harborandvinebistro.example/brunch
[2] harborandvinebistro.example/faq
[3] localeats.example
Prompt tracking · 5 local prompts · cited or not
Prompt
Apr
Sep
“best brunch in Coral Grove”
–Not cited
✓Cited
“bayfront restaurants Coral Grove”
–Not cited
✓Cited
“where to eat stone crab near Coral Grove”
–Not cited
✓Cited
“dog friendly patio brunch Coral Grove”
–Not cited
✓Cited
“romantic dinner Coral Grove”
–Not cited
–Not cited
Demo data. Answers are illustrative of a generic assistant; real tracking re-runs each prompt monthly across several assistants.
05 — Findings
Thirteen checks, eleven problems, every one fixed.
Everything we found in the April crawl, ranked by how much it was costing the business, with the fix we shipped and when.
Audit findings with severity, the issue found, the fix applied and its status
Severity
Issue found
Fix applied
Status
CriticalCrawling
Crawling ·robots.txt blocked /menu/, so the menu PDF never appeared in search.
Fix:Allowed crawling and rebuilt the menu as an HTML page with dishes, prices and dietary tags.
Fixed · May 6
CriticalOn-page
On-page ·Missing or default title tags on 9 of 14 pages. Most just said “Home”.
Fix:Unique 50–60 character titles naming the dish, the meal and Coral Grove.
Fixed · May 2
CriticalSchema
Schema ·No LocalBusiness or Restaurant structured data anywhere on the site.
Fix:Restaurant JSON-LD with hours, menu URL, cuisine, price range, geo and reservation link.
Fixed · May 9
CriticalPerformance
Performance ·Largest Contentful Paint 5.8s on mobile, caused by a 4.2 MB hero photo and render-blocking slider script.
Local ·Business profile listed only the generic “Restaurant” category. No brunch, menu link or attributes.
Fix:Primary category Brunch restaurant, plus Seafood and Wine bar. Added menu, attributes and 40 new photos.
Fixed · Apr 28
WarningCitations
Citations ·Inconsistent name, address and phone across 23 directories: an old suite number and two phone numbers.
Fix:Corrected 19 listings and removed 2 duplicates. One canonical name, address and phone everywhere.
Fixed · Jun 3
WarningOn-page
On-page ·The same meta description repeated on 11 pages.
Fix:Unique 140–160 character descriptions written as ad copy for each page.
Fixed · May 2
WarningImages
Images ·64 images without alt text, including every dish photo.
Fix:Descriptive alt text for dishes and the dining room. Empty alt on decorative images.
Fixed · May 9
WarningAI readiness
AI readiness ·No llms.txt and no FAQ content. Assistants had nothing quotable about parking, reservations or the patio.
Fix:Published llms.txt and an FAQ page answering the 12 questions guests actually ask.
Fixed · Jun 10
WarningCrawling
Crawling ·No XML sitemap, and a three-hop http → www → https redirect chain.
Fix:Generated sitemap.xml and collapsed the chain into one 301.
Fixed · May 6
WarningSocial
Social ·No Open Graph tags. Shared links showed a blank grey card.
Fix:Open Graph title, description and a branded image for every page.
Fixed · May 9
PassSecurity
Security ·Valid HTTPS certificate already in place.
Fix:Kept, and added HSTS.
Verified
PassMobile
Mobile ·Responsive layout with a correct viewport tag.
Fix:No change needed. Tap targets enlarged on the reservations page.
Verified
06 — Results
Six months of customers finding the door.
Search traffic only matters if it turns into tables. We track the actions that do: clicks to the site, calls from search and requests for directions, against the same months last year.
Sep 2026:1,285 clicks vs 390 a year earlier (+229%)
2026 2025
Organic clicks per month, 2026 vs 2025
Month
2026
2025
Apr
412
398
May
538
405
Jun
781
380
Jul
1024
372
Aug
1187
360
Sep
1285
390
Demo data. Clicks from search console exports, calls from a tracked number, directions from the business profile.
07 — Scope of work
What an engagement like this includes.
Delivered by Kaplakata as a fixed-scope project, then optional monthly tracking. Changes are made in the site itself, not handed over as a to-do list.
01
Technical audit & fixes
Crawl, indexing, redirects, sitemaps and robots rules, fixed in the code, not just listed in a PDF.
02
Structured data
LocalBusiness, Restaurant, FAQ and Product schema so search engines read your hours, prices and reviews.
03
Business profile & map pack
Categories, attributes, photos, posts and review replies that move you into the top three on the map.
04
Citation cleanup
One consistent name, address and phone across directories, so search engines trust where you are.
05
Core Web Vitals
Image pipelines, font loading and script diets that get mobile pages under two seconds.
06
AI answer readiness
llms.txt, FAQ content and clear entity facts, written so AI assistants can quote and cite you.
07
Tracking & reporting
Call tracking, rank and AI-citation monitoring, and a monthly one-page report in plain English.
08
Ongoing content
Seasonal pages and posts targeting what nearby customers actually search for.
08 — Live tool
Now check your site.
A real, live check. Enter any public web address and we'll fetch it, read its tags the way a search engine does and score 16 of the basics, with a plain-English fix for each one.
Checks one public page in about five seconds. Nothing is stored.Try:
Kaplakata · SEO & AI visibility
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