After running hundreds of free local business audits, we started seeing the same patterns repeat across industries and geographies. We documented 100 consecutive Houston-area audits conducted between October 2025 and March 2026 to quantify those patterns. What we found was not surprising — but the scale of the gaps was.
Why We Did This Analysis
Every week we speak with local business owners who are frustrated by their online visibility. They have a website. They have a Google Business Profile. They may even be running ads. But they are not appearing in Google Maps, they are not getting found by AI tools, and their competitors are. When we audit their digital presence, the same five problems appear over and over.
We decided to document those findings systematically. Between October 2025 and March 2026, we ran 100 free digital presence audits for Houston-area local businesses through our audit tool. This is what the data showed.
The Sample
The 100 businesses were spread across the major industries we see most frequently in the Houston metro:
HVAC / Mechanical: 22%
Roofing / Construction: 18%
Dental / Medical: 15%
Auto Services: 13%
Restaurants / Food: 11%
Real Estate / Property: 10%
Other Services: 11%
Average score: 52/100 (D grade). Score distribution: A (90–100): 8%, B (80–89): 19%, C (70–79): 24%, D (50–69): 31%, F (below 50): 18%.
Nearly half of all businesses — 49% — scored below 70. Only 27% achieved a B or better. The median Houston-area local business is operating at roughly half of its potential digital visibility.
Finding #1: 78% of Businesses Are Invisible in AI Search
This was the most striking finding. 78 of the 100 businesses had zero presence in the elements that AI search tools need to recommend them. No schema markup on their website. No structured FAQ content. No llms.txt or AI-discoverable metadata. No consistent citation network that AI tools can cross-reference.
When we tested these businesses by asking ChatGPT and Perplexity for local service recommendations in their category and area, 78% of them were never mentioned. Their competitors — many with inferior actual service quality — were cited repeatedly because they had structured, AI-readable data about their business available online.
The implication: A business that is invisible to AI search is invisible to a growing segment of customers. In 2024, that segment was small. In 2026, it is material. By 2027, it will be mainstream. The businesses that fix this now build a compounding advantage over businesses that wait.
Finding #2: 71% Have an Incomplete Google Business Profile
71 businesses had a Google Business Profile that was less than 70% complete by our scoring criteria. The most common gaps:
- No secondary categories selected (58% of incomplete profiles)
- Profile photos not updated in 6+ months (64% of incomplete profiles)
- No Google Posts in the past 90 days (71% of incomplete profiles)
- No Q&A entries (79% of incomplete profiles)
- Business description missing or generic (44% of incomplete profiles)
The businesses with complete, active GBPs — in every industry — consistently outranked businesses with superior service quality but neglected profiles. Google rewards activity and completeness. Inactivity is penalized.
Finding #3: 64% Have Inconsistent NAP Data
64 of the 100 businesses had at least one form of Name, Address, or Phone inconsistency across their major online presence points. Common variations we found:
- Different phone number formats (e.g., (713) 555-1234 vs. 713-555-1234 vs. 7135551234)
- Address abbreviations that did not match across platforms (Suite vs. Ste., Street vs. St.)
- Business name variations (with or without LLC, different capitalization, old DBA names)
- Old phone numbers still live on directories from a previous location
NAP inconsistency creates a conflict signal for Google and for AI tools. When a business’s data does not agree across sources, Google reduces its confidence in the business’s information — and that reduced confidence translates directly into lower local ranking.
Finding #4: 58% Have No Schema.org Markup
58 businesses had zero structured data markup on their website. No LocalBusiness schema. No FAQPage schema. No BreadcrumbList. For these businesses, Google must guess what their website is about from unstructured text. AI tools face the same challenge and simply skip to businesses with cleaner data signals.
The fix is technical but not complex — it requires adding JSON-LD scripts to specific pages. For a local business website, the highest-impact schemas are LocalBusiness (business name, address, phone, hours, service area), FAQPage (answers to common customer questions), and BreadcrumbList (site navigation structure). Together, these can be implemented in under 4 hours by someone with basic web access.
Finding #5: 43% Have Fewer Than 10 Google Reviews
43 of the 100 businesses had fewer than 10 Google reviews. Ten reviews is widely considered the minimum threshold for consistent appearance in Google Maps Local Pack results for competitive local searches. Below that threshold, Google’s confidence in the business is low enough that it withholds the business from many results where it would otherwise be relevant.
The impact compounds: businesses with fewer reviews also tend to have lower average ratings because negative reviews represent a larger share of a small pool. A business with 8 reviews and one angry customer has a 3.9 average; the same business with 40 reviews and the same customer has a 4.5 average.
The Industries That Scored Highest
Dental and medical practices averaged the highest scores in our sample (61/100), driven primarily by better GBP management and more consistent NAP data. Healthcare businesses tend to have more structured administrative processes for managing online information. Restaurants and food service also performed relatively better on review volume, with an average of 47 Google reviews compared to 14 for HVAC and 9 for roofing businesses.
The Industries That Scored Lowest
Roofing and construction scored lowest on average (47/100), driven by poor GBP completion, very low review counts, and near-total absence from AI search. These businesses tend to rely heavily on referral networks and storm-driven demand — which makes digital presence a lower priority until the referral network dries up. HVAC businesses averaged 49/100, with strong GBP presence but consistent gaps in schema markup and AI search readiness.
What a 90-Day Fix Looks Like
For a typical D-grade business in our sample, a focused 90-day engagement closes the most critical gaps and moves the score to B-range (80–84/100):
Weeks 1–4: Foundation
Complete Google Business Profile (all 20 checklist items), fix NAP inconsistencies across the top 10 directories, add LocalBusiness schema to website, seed Q&A with 8–10 common questions, launch review request system to existing customers.
Weeks 5–8: Content and Authority
Add FAQPage and BreadcrumbList schema, create 2–3 service area landing pages with local keywords, publish 4 Google Posts (one per week), respond to all existing reviews, expand NAP to 15 consistent directories.
Weeks 9–12: AI Search Readiness
Add llms.txt, create HowTo and FAQ content pages targeting common customer questions, build 3–5 quality inbound links, hit 20+ Google reviews with 4.4+ average, verify AI tool discoverability (test in ChatGPT and Perplexity).
Get Your Own Score
Every business in our sample started with a free audit. The audit takes 60 seconds and gives you a specific score, grade, and action plan for your business — not a generic report, but a diagnosis of your actual digital presence gaps. Your PDF report is delivered to your inbox automatically.
Frequently Asked Questions
How were these 100 businesses selected?
Businesses were selected from audit requests submitted through the MerchandisePROS free audit tool between October 2025 and March 2026. The sample reflects Houston-area businesses across multiple industries that voluntarily requested a digital presence assessment.
Is this data representative of businesses outside Houston?
The patterns we document are consistent with national data on local business digital presence. While our sample is Houston-area, the five findings appear in similar proportions in local business audits across the United States.
What is the average score for businesses in my industry?
In our sample: dental/medical practices averaged 61/100 (C), restaurants averaged 58/100 (C), HVAC averaged 49/100 (D), roofing/construction averaged 47/100 (D), and auto services averaged 48/100 (D). Run your free audit to see your specific score and how you compare.
How quickly can a D-grade business reach a B grade?
Most D-grade businesses can reach a C or B grade within 60 to 90 days by addressing the top-priority gaps: completing the GBP, adding schema markup, and building 10–15 additional Google reviews. The specific timeline depends on how quickly reviews accumulate through your review request system.
Does having a website guarantee a higher score?
Having a website is necessary but not sufficient. In our sample, 23% of businesses with websites still scored below 50. The website must include schema markup, consistent NAP data, and AI-discoverable content to contribute meaningfully to the overall score.
“The patterns in this data are not unique to Houston — they are universal. But the opportunity is also universal. The businesses that close these five gaps in 2026 are building a digital presence that compounds for years. Their competitors, who are waiting, will spend 2027 and 2028 playing catch-up. The window for being an early mover in AI search is still open. It will not be for long.” — Diego Medina F, Founder of MerchandisePROS
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