Real ChatGPT answer + Gemini simulation · index seedIZXVLmaWaSocompleteAI OverviewHome services and improvement · roofingcommercial
Which roofing contractors in Atlanta offer same day emergency tarping and what are their typical rates.
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search33 queries10/30/2026
Download run
Gemini unique queries
32
3 in ≥ half the passes · stability 38%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Which roofing contractors in Atlanta offer same day emergency tarping and what are their typical rates.
32 unique queries · 3 passes
emergency roof tarping rates and contra…
2 queries · 5 hits
homeowners insurance roof tarping cover…
1 query · 2 hits
does homeowners insurance cover emergency roof tarping2xGoogle ↗
RELATED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 32 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT1 real searches · gpt-6100% predicted
Atlanta GA emergency roof tarping same day contractors typical cost rates 2026 Google ↗
- Emergency tarping services · alpharoofingandcontracting.com
- Emergency tarping services · myfrhs.com
- Emergency roofing services · redturtleroofing.com
- Emergency Roof Repair Cost in Atlanta, GA (2026) : RenovCost · renovcost.com
- Atlanta | Tarp Installation in Atlanta Georgia · getatarp.com
- Emergency roof tarping · summitroofingga.com
- Storm and hail damage services · highqualityroofingatl.com
- Emergency roof tarp services · servpro.com
- Emergency roof repair · rrtconstructionga.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
32 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how much does emergency roof tarping cost in atlanta IMPLICIT | Google ↗ AI Mode ↗ | Understand the average market pricing for emergency roof tarping services in the Atlanta area. | — | pricing_page | emergency roof tarping rates and contra… | 3x of 3 | |
atlanta emergency roof tarping companies same day service REFORMULATION | Google ↗ AI Mode ↗ | Find specific roofing contractors in Atlanta that provide urgent, same-day emergency roof tarping. | — | map/local_pack | emergency roof tarping rates and contra… | 2x of 3 | |
does homeowners insurance cover emergency roof tarping RELATED | Google ↗ AI Mode ↗ | Determine if insurance policies reimburse the cost of emergency roof tarping after a storm. | — | faq_page | homeowners insurance roof tarping cover… | 2x of 3 | |
emergency roof tarping contractors atlanta ga same day service REFORMULATION | Google ↗ AI Mode ↗ | Find specific roofing companies in Atlanta providing rapid emergency tarp installation. | — | map/local_pack | emergency roof tarping rates and contra… | 1x of 3 | |
emergency roof tarping cost factors and average rates RELATED | Google ↗ AI Mode ↗ | Learn about the variables that influence emergency roof tarping prices such as roof size and damage severity. | — | web_article | roof tarping cost factors and averages | 1x of 3 | |
roof tarping cost after storm damage average rates RELATED | Google ↗ AI Mode ↗ | Understand typical market rates for roof tarping specifically following storm damage. | — | web_article | roof tarping cost factors and averages | 1x of 3 | |
will homeowners insurance cover emergency roof tarping IMPLICIT | Google ↗ AI Mode ↗ | Determine if emergency roof tarping expenses are reimbursable through insurance claims. | — | faq_page | homeowners insurance roof tarping cover… | 1x of 3 | |
top rated storm damage roofers in atlanta ga ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify reputable roofing contractors in Atlanta known for handling storm damage and urgent repairs. | — | review_roundup | top rated emergency roofers | 1x of 3 | |
best rated emergency roofers in atlanta comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare top-rated Atlanta emergency roofing companies based on speed and reliability. | — | comparison_table | top rated emergency roofers | 1x of 3 | |
compare emergency roof tarping vs permanent roof repair cost COMPARATIVE | Google ↗ AI Mode ↗ | Evaluate whether it is better to get immediate emergency tarping or go straight to permanent repair in terms of cost. | — | comparison_table | tarping versus permanent repair cost | 1x of 3 | |
top rated atlanta roofers emergency repair comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the top-rated emergency roofers in Atlanta side by side. | — | comparison_table | top rated emergency roofers | 1x of 3 | |
top emergency roofing companies atlanta ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify the leading specific business entities known for emergency repairs in the Atlanta area. | — | review_roundup | top rated emergency roofers | 1x of 3 | |
best 24 7 emergency roofing contractors near me PERSONALIZED | Google ↗ AI Mode ↗ | Locate roofing companies that offer round-the-clock emergency dispatch services. | — | map/local_pack | round the clock emergency roofing | 1x of 3 | |
best emergency roof repair companies in atlanta ga ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific top brand names and companies known for emergency roofing in Atlanta. | — | review_roundup | top rated emergency roofers | 1x of 3 | |
what to do when a tree falls on your roof emergency steps PERSONALIZED | Google ↗ AI Mode ↗ | Know the immediate safety steps to take before the emergency crew arrives. | — | how_to_steps | emergency roof damage steps | 1x of 3 | |
what to do immediately after roof leak emergency tarp steps IMPLICIT | Google ↗ AI Mode ↗ | Learn the immediate safety and mitigation steps to take while waiting for an emergency tarping crew. | — | how_to_steps | emergency roof damage steps | 1x of 3 | |
emergency roof leak repair cost vs temporary tarping COMPARATIVE | Google ↗ AI Mode ↗ | Evaluate whether to pay for temporary tarping or go straight for permanent emergency repairs. | — | buyers_guide | tarping versus permanent repair cost | 1x of 3 | |
how to safely tarp a roof in an emergency IMPLICIT | Google ↗ AI Mode ↗ | Understand the process of emergency roof tarping to evaluate contractor work or attempt DIY if necessary. | — | how_to_steps | emergency roof tarping guides and proce… | 1x of 3 | |
24 hour emergency roof repair atlanta pricing guide REFORMULATION | Google ↗ AI Mode ↗ | Find 24/7 emergency roofing providers in Atlanta along with their fee structures. | — | buyers_guide | round the clock emergency roofing | 1x of 3 | |
24 hour roof tarping service atlanta REFORMULATION | Google ↗ AI Mode ↗ | Find roofers available around the clock for urgent tarping needs. | — | map/local_pack | emergency roof tarping rates and contra… | 1x of 3 | |
atlanta roof repair companies certified for emergency response ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find certified local roofing professionals equipped with commercial-grade tarping materials. | — | web_article | top rated emergency roofers | 1x of 3 | |
cheapest emergency roof tarping near me PERSONALIZED | Google ↗ AI Mode ↗ | Find budget-friendly emergency roof tarping options close to the current location. | — | map/local_pack | emergency roof tarping guides and proce… | 1x of 3 | |
what is emergency roof tarping process IMPLICIT | Google ↗ AI Mode ↗ | Understand how professionals install tarps to secure a damaged roof without causing more harm. | — | web_article | emergency roof tarping guides and proce… | 1x of 3 | |
average hourly rate for emergency roofer in georgia REFORMULATION | Google ↗ AI Mode ↗ | Find specific rate data for emergency roofing labor in the state of Georgia. | — | pricing_page | emergency roof tarping rates and contra… | 1x of 3 | |
roof tarp installation cost per square foot labor rates RELATED | Google ↗ AI Mode ↗ | Understand how contractors calculate emergency tarping rates using square footage and labor. | — | calculator/tool | roof tarping cost factors and averages | 1x of 3 | |
average cost of roof tarp per square foot RELATED | Google ↗ AI Mode ↗ | Find granular unit pricing for emergency roof tarp installation materials and labor. | — | calculator/tool | roof tarping cost factors and averages | 1x of 3 | |
what to do immediately after roof storm damage RELATED | Google ↗ AI Mode ↗ | Learn the proper sequence of actions following severe roof damage before the contractor arrives. | — | checklist | emergency roof damage steps | 1x of 3 | |
emergency roof tarping insurance claim process guide RELATED | Google ↗ AI Mode ↗ | Learn how to file an insurance claim for emergency roof tarping costs. | — | pdf_whitepaper | emergency roof tarping guides and proce… | 1x of 3 | |
reputable storm damage restoration contractors atlanta ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find trusted local specialists certified in storm damage repair and emergency tarping. | — | review_roundup | top rated emergency roofers | 1x of 3 | |
emergency roof tarping service agreement terms IMPLICIT | Google ↗ AI Mode ↗ | Understand common contractual terms and conditions associated with emergency tarping dispatch. | — | pdf_whitepaper | emergency roof tarping guides and proce… | 1x of 3 | |
emergency roof tarping contractor checklist IMPLICIT | Google ↗ AI Mode ↗ | Know what questions to ask an emergency roofing contractor before hiring them for tarping. | — | checklist | emergency roof tarping guides and proce… | 1x of 3 | |
how to prevent further water damage after roof leak RELATED | Google ↗ AI Mode ↗ | Learn interim mitigation techniques while waiting for the emergency roofing crew. | — | checklist | emergency roof damage steps | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 909 / 1,464 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 909 / 1,411 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 909 / 1,391 |