Weekly · Updated Mondays 8AM ET

LLM Citation Tracker

How often blog.teamrenick.com is cited when buyers and sellers ask an LLM real-estate questions about the Sarasota / Manatee / Longboat Key market. Now tracking Perplexity, ChatGPT, and Gemini — three LLMs, same 80 prompts, every Monday.

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How to Read This Number

We sample 80 prompts derived from Michael’s published blog titles each week. For each one, we ask Perplexity sonar-pro, ChatGPT (gpt-4o-mini with web search), and Gemini 2.5 Flash (with Google Search grounding) the same question and check whether blog.teamrenick.com appears in each LLM’s citations.

Each LLM gets its own column on the scorecard below. The number you see is the % of Michael’s own topics where each LLM cites him back.

Industry benchmarks
64% of all URLs in Perplexity’s index are never cited at all (Peec.ai, 1M+ citations)
26% of brands have zero AI Overview mentions (Ahrefs, 75K brands)
Top-cited domains are Wikipedia, Reddit, YouTube, Realtor.com, Zillow (Ahrefs)
This Week’s Verdict
Excellent on Perplexity & Excellent on Gemini · Early on ChatGPT
Across 150 LLM queries this week: Perplexity cited Michael on 31/50 (62%), Gemini on 37/50 (74%), ChatGPT on 11/50 (22%).

8-Week Trend

Weekly citation rate per LLM. Lower position = closer to #1 = better. 8-week trend chart populates as runs accumulate.

Week of 2026-06-01 · Combined
79 / 150
Across all three LLMs (150 queries total) — 52% combined citation rate.
Perplexity
62%
ChatGPT
22%
Gemini
74%

Weekly Verdict Log

Every Monday’s run, newest at top. Permanent historical record — never overwritten.

Week ofPerplexityChatGPTGeminiCombinedΔ vs prior
Jun 1, 2026 31/50 (62%) 11/50 (22%) 37/50 (74%) 79/150 (52%)
May 18, 2026 31/50 (62%) 9/50 (18%) 21/50 (42%) 61/150 (40%)
May 11, 2026 43/80 (53%) 18/80 (22%) 46/80 (57%) 107/240 (44%) baseline

Citation Scorecard

Per-LLM breakdown for the week of 2026-06-01.

Perplexity
31 / 50
prompts cited this week (62%)
Excellent
ChatGPT
11 / 50
prompts cited this week (22%)
Early
Gemini
37 / 50
prompts cited this week (74%)
Excellent

This Week’s Movement

Off-Page Hit List

Domains being cited instead of us. Apply to directories, pitch local publications, evaluate paid listings.

DomainTimes CitedSample PromptsAction
youtube.com 31 What Are Typical HOA Fees in Palmer Ranch?
Sarasota Home Values: Trends in 2025 Market Shifts
5 Financing Mistakes When Buying in Parrish
outreach
barneswalker.com 22 What Permits Are Needed to Sell in St. Armands?
Who Pays Doc Stamps in Manatee County?
Navigating Florida's Waterfront Real Estate Market
outreach
redfin.com 18 What Are Typical HOA Fees in Palmer Ranch?
Sarasota Home Values: Trends in 2025 Market Shifts
Navigating Market Shifts: Sarasota Sellers Beware
outreach
locallifehomes.com 15 What Are Typical HOA Fees in Palmer Ranch?
Navigating Market Shifts: Sarasota Sellers Beware
Sarasota Home Values: Trends in 2025 Market Shifts
outreach
sarasotamagazine.com 11 What Permits Are Needed to Sell in St. Armands?
Navigating Sarasota's New Housing Market Trends
Sarasota Home Values: Trends in 2025 Market Shifts
outreach
floridarealtors.org 10 5 Financing Mistakes When Buying in Parrish
What Disclosures Are Required When Selling in Holmes Beach?
Navigating Record Rates in Florida's Seller Market
outreach
beyondrealtyfl.com 10 Navigating Market Shifts: Sarasota Sellers Beware
Sarasota Home Values: Trends in 2025 Market Shifts
Navigating Sarasota's New Housing Market Trends
outreach
realtor.com 10 Navigating Market Shifts: Sarasota Sellers Beware
Who Pays Realtor Commissions in Barrier Islands?
How Long Does It Take to Sell a Home in Anna Maria Island?
apply
myrasm.com 10 Navigating Sarasota's New Housing Market Trends
Sarasota Home Values: Trends in 2025 Market Shifts
Navigating Market Shifts: Sarasota Sellers Beware
outreach
zillow.com 10 How Much Does an Appraisal Cost in Lido Key?
Navigating Sarasota's New Housing Market Trends
Best Waterfront Properties in Sarasota for Lifestyle Living:…
apply
homelight.com 9 How Much Does an Appraisal Cost in Lido Key?
Who Pays Realtor Commissions in Barrier Islands?
How Long Does It Take to Sell a Home in Anna Maria Island?
outreach
happyhelpersmovingco.com 8 Navigating Sarasota's New Housing Market Trends
Sarasota Housing Market Trends: What to Expect in 2025
Sarasota Home Values: Trends in 2025 Market Shifts
outreach
rocketmortgage.com 8 How Long Does Title Search Take in Anna Maria Island?
How Long Do Appraisals Take in Palmetto?
How Long Does It Take to Sell a Home in Anna Maria Island?
outreach
sarasotahomes.com 7 Sarasota Home Values: Trends in 2025 Market Shifts
Cost of Homes in Sarasota: Current Rates
Key Strategies for Selling Sarasota Luxury Homes
outreach
angi.com 6 How Much Does Mold Remediation Cost in Siesta Key?
How Much Does a Survey Cost in Casey Key?
Do I Need a Survey Before Buying in Parrish?
outreach

Current Recommendations Based on This Week’s Results

Updated every Monday from the same measured prompts, ChatGPT misses, movement data, and Off-Page Hit List. Week of Jun 1, 2026.

Main read

ChatGPT is the priority because it cited Team Renick on 11/50 prompts (22%). That trails the stronger LLM by 52 points, so this week’s work should focus on pages ChatGPT skipped even when Perplexity or Gemini found us.

Who ChatGPT used instead

locallifehomes.com (6), youtube.com (4), redfin.com (3), regulations.justia.com (2), legalclarity.org (2)

Fix ChatGPT gaps first

Work the off-page targets

  • youtube.com outreach
    Why: cited 31 times this week. Start with: What Are Typical HOA Fees in Palmer Ranch?; Sarasota Home Values: Trends in 2025 Market Shifts
  • barneswalker.com outreach
    Why: cited 22 times this week. Start with: What Permits Are Needed to Sell in St. Armands?; Who Pays Doc Stamps in Manatee County?
  • redfin.com outreach
    Why: cited 18 times this week. Start with: What Are Typical HOA Fees in Palmer Ranch?; Sarasota Home Values: Trends in 2025 Market Shifts
  • locallifehomes.com outreach
    Why: cited 15 times this week. Start with: What Are Typical HOA Fees in Palmer Ranch?; Navigating Market Shifts: Sarasota Sellers Beware
  • sarasotamagazine.com outreach
    Why: cited 11 times this week. Start with: What Permits Are Needed to Sell in St. Armands?; Navigating Sarasota's New Housing Market Trends
  • floridarealtors.org outreach
    Why: cited 10 times this week. Start with: 5 Financing Mistakes When Buying in Parrish; What Disclosures Are Required When Selling in Holmes Beach?

Defend and compound what is working

  • Who Pays Escrow Fees in Holmes Beach? new citation #1
    Protect it: add a fresh internal link from one related blog post and keep the answer block current.
  • Who Pays Doc Stamps in Manatee County? new citation #6
    Protect it: add a fresh internal link from one related blog post and keep the answer block current.
  • Navigating Sarasota's New Housing Market Trends new citation #1
    Protect it: add a fresh internal link from one related blog post and keep the answer block current.
  • How Much Does Mold Remediation Cost in Siesta Key? new citation #1
    Protect it: add a fresh internal link from one related blog post and keep the answer block current.
  • How Much Are Permit Fees When Selling in Casey Key? needs check
    Review whether the page still directly answers the query in the first 150 words.
  • Do I Need an Attorney to Close in Sarasota County? needs check
    Review whether the page still directly answers the query in the first 150 words.
  • How Much Does It Cost to Sell a Home in St. Armands? needs check
    Review whether the page still directly answers the query in the first 150 words.
  • 5 Costly Mistakes to Avoid When Selling in Lakewood Ranch needs check
    Review whether the page still directly answers the query in the first 150 words.
  • How to Lower Property Taxes in Englewood needs check
    Review whether the page still directly answers the query in the first 150 words.
  • Permits Needed for Dock Installation on Florida's Gulf Coast needs check
    Review whether the page still directly answers the query in the first 150 words.
Weekly playbook: Treat these as WF04-grade refresh candidates, not manual copy edits. For each ChatGPT-missed post, improve the Quick Answer, add the supporting table/checklist, refresh FAQPage eligibility, add internal/authority links, verify widget fit, and run the normal WF04/N8N gates before publishing. A recommendation is not considered ready until it can pass Quick Answer length, Phase 1.11 consistency, FAQPage verification, v9/v10/footer checks, testimonial count, and slug/date preservation.