Merlino Marketing
SEO Audit

LLM / AI Visibility

Signals for ChatGPT, Perplexity, Gemini, and AI Overviews · 2 platforms analyzed

35
/ 100
1
Pass
5
Fail
4
Partial
12
LLM Queries
AI Search Volumes
Monthly AI-specific search volume for target keywords · Total: 36
KeywordAI Volume/Mo
roofing contractor pittsburgh pa0
roofing contractor monaca pa0
roofing contractor erie pa0
metal roofing pittsburgh pa2
roof replacement pittsburgh34
best roofer pittsburgh0
neill and son roofing0
LLM Mention Queries
12 queries analyzed across 2 platforms
google

metal roofing pittsburgh

![Metal Roofing in Pittsburgh PA (Installation, Repair ...](https://api.dataforseo.com/llm_m/cdn/i/-117154748650931714:e59270be6518415093a4d590d6992430) Metal roofing is `available in Pittsburgh through various local contractors` like Dynamic Roofing Solutions, [Buccos Roofing](https://buccosroofing.com/) , and [Distinctive Metal Roofing](https://distinctivemetalroofing.com/) , which offer services such as installation, maintenance, and a range of styles like standing seam or stone-coated shingl

AI Vol: 32010 sources cited
google

how long do roofers take

A standard residential roof replacement typically takes **1–3 days** to complete, assuming good weather. A simple, small, single-story home can often be finished in one day, while larger, more complex roofs (steep, high pitch, many chimneys) can take 3–5 days or longer.[[1]](https://roofr.com/blog/how-long-does-a-roofing-job-usually-take#:~:text=How%20long%20does%20it%20take%20to%20replace,can%20lengthen%20this%2C%20or%20even%20shorten%20it.)[[2]](https://www.abetterroofing.com/how-long-does-a-r

AI Vol: 11010 sources cited
google

what time do roofers start work

Roofers typically start work between **7:00 a.m. and 8:00 a.m.** on weekdays , often aiming to begin early to avoid afternoon heat and finish before 4:00 p.m. or 5:00 p.m.. In warmer climates or during summer, they may start as early as 6:00 a.m. or 6:30 a.m. to maximize work hours before the hottest part of the day.[[1]](https://www.reddit.com/r/Roofing/comments/n82ztg/what_time_do_you_guys_get_started_in_the_morning/)[[2]](https://www.legacyroofingnw.com/roofing-process/roofer-work-schedule/#:

AI Vol: 308 sources cited
google

what time do roofers start

Roofers typically start work between **7:00 AM and 8:00 AM** on weekdays to maximize daylight and avoid afternoon heat or storms. Crews often aim to be on-site and ready to work by 7:00 AM, with noisier preparations sometimes starting earlier, say some users on [Reddit](https://www.reddit.com/r/Construction/comments/i01mel/works_starts_at_630_am_calls_in_at_1pm_yeah_were/).[[1]](https://neillandsonroofing.com/how-long-do-roofers-work-in-a-day/#:~:text=In%20most%20cases%2C%20roofers%20work,job%20

AI Vol: 307 sources cited
google

what time do roofers start working

Roofers typically start work between **7:00 AM and 8:00 AM** on weekdays , often aiming to begin as early as local noise ordinances allow. In hot climates or during summer, crews may start as early as 6:00 AM or 6:30 AM to avoid extreme afternoon temperatures. Work usually continues until 4:00 PM to 6:00 PM.[[1]](https://www.reddit.com/r/Construction/comments/i01mel/works_starts_at_630_am_calls_in_at_1pm_yeah_were/#:~:text=Works%20starts%20at%206:30,there%20today%22%20:%20r/Construction)[[2]](ht

AI Vol: 309 sources cited
google

iko craftsman premier

![Roofpro IKO Craftsman Premier Logo - E-NRG](https://api.dataforseo.com/llm_m/cdn/i/3889477833308347700:84d9f824b1664e208d30f33af971f334) IKO Craftsman Premier is `the highest tier in IKO's ROOFPRO contractor loyalty program` , designating elite roofing contractors who meet stringent training, performance, and volume requirements, allowing them to offer homeowners enhanced IKO product warranties (like extended Iron Clad Protection ) and superior installation expertise for IKO's premium roofing

AI Vol: 3010 sources cited
google

what time do roofers stop working

Roofers typically stop working between **4:00 PM and 6:00 PM** , although they may work as late as 7:00 PM to 10:00 PM during summer months or to meet deadlines. Workdays generally last 8 to 10 hours, starting early in the morning to avoid afternoon heat and maximize daylight.[[1]](https://www.legacyroofingnw.com/roofing-process/roofer-work-schedule/#:~:text=What%20time%20do%20roofers%20start,Christmas%20Day)[[2]](https://neillandsonroofing.com/how-long-do-roofers-work-in-a-day/#:~:text=In%20mos

AI Vol: 309 sources cited
chat_gpt

will homeowners insurance cover a new roof?

Yes — **a homeowners insurance policy *can* cover a new roof**, but **only in specific situations**. It isn’t like a maintenance plan that pays whenever you want a new roof. Instead, coverage generally depends on what caused the damage and what your particular policy says. [www.progressive.com](https://www.progressive.com/answers/does-home-insurance-cover-roof-damage/?utm_source=chatgpt.com)[www.bankrate.com](https://www.bankrate.com/insurance/homeowners-insurance/does-homeowners-insurance-cover

AI Vol: 166 sources cited
chat_gpt

what is the proper way to lay shingles?

Here’s a **proper general method for laying asphalt roof shingles** (the most common type used on homes). It’s important to follow the **manufacturer’s instructions** and local building codes exactly, but this is the typical step-by-step process professionals use: [harveyroofingtx.com](https://harveyroofingtx.com/asphalt-shingle-roof-installation-a-complete-guide/?utm_source=chatgpt.com) --- ## 🛠️ Tools & Materials You’ll Need - Asphalt shingles (3-tab or architectural) - Underlayment (felt pa

AI Vol: 135 sources cited
chat_gpt

what is the best way to attach shingles?

If you’re installing asphalt shingles (or replacing them) the best way involves a combination of proper prep, correct fasteners, and following the manufacturer’s and building-code instructions. Here’s a detailed guide: --- ## ✅ Key Steps **1. Prepare the roof deck** - Remove old shingles, nails, debris and inspect the deck for damage. Replace any rotten or warped sheathing. [www.newenglandmetalroof.com](https://www.newenglandmetalroof.com/putting-shingles-on-a-roof/?utm_source=chatgpt.c

AI Vol: 710 sources cited
chat_gpt

what time of year is best to replace a roof?

Great question. There’s not one “perfect” time to replace a roof — it depends a lot on your climate, materials, and how urgent the replacement is. But generally speaking, there are some seasons that are better than others, and common trade-offs. (If you tell me where you live, I can tailor this — e.g. for Pennsylvania, where you're located.) Here’s a breakdown of the pros and cons, plus common recommendations: --- ## Best Times to Replace a Roof 1. **Fall (Late Summer → Early Fall)** - Th

AI Vol: 68 sources cited
chat_gpt

how to install shingles for beginners?

Here’s a **beginner-friendly guide to installing roof shingles** (asphalt shingles), broken down into clear steps and safety tips. Installing a roof is a serious job — it’s heavy, high off the ground, and mistakes can lead to leaks or damage — so **consider professional help if you’re uncertain**. [www.homedepot.com](https://www.homedepot.com/c/ah/how-to-install-roof-shingles/9ba683603be9fa5395fab901c8c66436?utm_source=chatgpt.com)[home.howstuffworks.com](https://home.howstuffworks.com/home-impr

AI Vol: 67 sources cited
Top Pages Cited by LLMs
Pages most referenced in LLM responses for roofing queries
1

www.legacyroofingnw.com/roofing-process/roofer-work-schedule/…

via google3 mentionsco-cited: www.quora.com, www.reddit.com, neillandsonroofing.com
2

neillandsonroofing.com/how-long-do-roofers-work-in-a-day/…

via google2 mentionsco-cited: www.quora.com, www.reddit.com, neillandsonroofing.com
3

www.614exteriors.com/blog/do-companies-that-replace-roofs-work-on-the-…

via google2 mentionsco-cited: www.quora.com, www.reddit.com, neillandsonroofing.com
4

www.newenglandmetalroof.com/putting-shingles-on-a-roof/?utm_source=cha…

via chat_gpt2 mentionsco-cited: www.iko.com, www.newenglandmetalroof.com, dcpd6wotaa0mb.cloudfront.net
5

www.quora.com/What-hours-do-roofers-work

via google2 mentionsco-cited: www.quora.com, www.reddit.com, neillandsonroofing.com
Top Domains in LLM Search Space
Domains dominating LLM answers for roofing keywords
#DomainMentionsAI VolumePlatforms
1m.yelp.com202,880google
2www.angi.com122,790google
3www.irelandcontracting.com51,640google
4www.google.com4430google
5eriehome.com140google
Cross-LLM Brand Comparison
Brand mention visibility across AI platforms — Neill & Son vs. competitors
CLIENTNeill and Son Roofing
12 mentions
google: 7chat_gpt: 5

Top sources: www.youtube.com · www.reddit.com · www.thisoldhouse.com

Werner Roofing
148 mentions
google: 141chat_gpt: 7

Top sources: www.youtube.com · wernerroofing.com · www.reddit.com

Brands mentioned: GAF, GAF Timberline HDZ Shingles, Owens Corning

Angelos Roofing
0 mentions
google: 0chat_gpt: 0
What ChatGPT Says About Neill & Son
Live scrape — ChatGPT's response when asked about Neill and Son Roofing

It looks like you’re looking for information about **Neill and Son Roofing** in **Monaca, Pennsylvania**. I don’t have live access to business directories, but I can help summarize typical details you might be looking for: - **Business Type:** Roofing contractor (likely offering residential and commercial roofing services, repairs, and installations). - **Location:** Monaca, PA (probably serving surrounding areas in Beaver County and nearby towns). - **Services:** Roof replacement, roof repair, shingle installation, possibly gutter services or inspections. - **Contact Info:** Usually includes a phone number, email, and possibly a website. If you want, I can also guide you on **how to quickly verify their reputation, reviews, and licensing** to make sure they’re reliable. Do you want me to do that?

What Gemini Says About Neill & Son
Live scrape — Gemini's responses (5 results)
gemini_text#1

**Neill and Son Roofing LLC** is a family-owned and operated roofing company based in Monaca, PA, serving Beaver County and the surrounding Western Pennsylvania regions (including Pittsburgh and Erie).[contractorfinder.iko.com](https://contractorfinder.iko.com/contractors/neill-and-son-roofing-llc-36425-monaca-pa#:~:text=Email%3A,to%20our%20core%20family%20values.) They have built a reputation for high-quality craftsmanship with a "family-first" approach to customer service.[neillandsonroofing.com](https://neillandsonroofing.com/)

gemini_text#2

### Quick Contact Information

gemini_text#3

* **Address:** 3542 Brodhead Rd, Monaca, PA 15061[contractorfinder.iko.com](https://contractorfinder.iko.com/contractors/neill-and-son-roofing-llc-36425-monaca-pa#:~:text=Get%20a%20Head%20Start%20on,724-) * **Phone:** (724) 200-7460 or (724) 888-6418[contractorfinder.iko.com](https://contractorfinder.iko.com/contractors/neill-and-son-roofing-llc-36425-monaca-pa#:~:text=Get%20a%20Head%20Start%20on,724-) * **Website:** [neillandsonroofing.com](https://neillandsonroofing.com) * **Business Hours:** Monday – Friday, 8:00 AM – 5:00 PM (Closed Saturday & Sunday)

gemini_text#4

### Primary Services

gemini_text#5

The company specializes in residential and commercial exterior solutions, focusing on:

LLM Readiness Checklist
10 factors evaluated

Brand mentions across indexed web

208 indexed pages mention Neill Son Roofing. Top source: angi.com. Entity recognition ESTABLISHED.

PASS

Service context mentions

36 pages mention Neill in a roofing services context. Low count — mostly competitor sites and low-authority blog aggregators.

PARTIAL

FAQ content on service pages

No FAQ rich results visible in SERP data. FAQ schema likely absent. FAQ pages are highest-value LLM optimization investment for local contractors.

FAIL

AggregateRating / review schema

No star ratings visible in organic SERP results. 4.9 stars / 271 reviews not surfaced structurally. Missing schema means LLMs cannot extract rating data.

FAIL

LocalBusiness schema

No RoofingContractor schema confirmed. Cannot be verified from blocked crawl but absence of rich results strongly infers it is missing.

FAIL

Educational / definitional content

Blog posts exist (/how-to-install-roof-shingles/) but are informational-only. No IKO certification educational guide, no 'what is metal roofing' content that LLMs prefer to cite.

PARTIAL

Authoritative backlinks establishing entity trust

135 referring domains, spam score 14. Top authority source: angi.com. No local PA news editorial links. 208 brand mentions help but no Wikipedia-level authority.

PARTIAL

Local press / editorial coverage

Zero confirmed local news outlet links in backlinks data (no Beaver County Times, TribLive, Erie Times-News). Local press is a primary LLM citation source for local businesses.

FAIL

Named expertise / certifications visible

IKO certification present in GMB descriptions and ranking for /iko-certified-contractors/ (pos:7). Not confirmed as a site-wide structured data element.

PARTIAL

Review highlights on-site

271 customer reviews in GMB — not confirmed as on-page testimonial content. Review text is rich authentic content that LLMs index for citation.

FAIL