Commercial Solar Energy Services
AI recommendation signal analysis across 2,899 domains and 11 buyer personas in Commercial Solar Energy Services, led by ameresco.com as the most LLM-recommended domain.
Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.
Get the full Commercial Solar Energy Services report →How to use this page
Compare channels at a glance
See which domains win each discovery channel, and where a brand is strong in one but missing from another. Use the over- and under-performer tables to find channels where competitors hold an edge you can close, or gaps you can take first.
Where the numbers come from
LLM, Fanout, and Organic columns use a rank-weighted score: a domain at position 1 counts for more than one at position 10, summed across every query run. AI Search is a plain citation count because Google's AI Overviews carry no rank data.
What's on this page
Side-by-side rankings for LLM recommendations, web-search fanout, Google's AI Overviews, and organic results, plus an aggregate view and per-channel over/under-performer callouts.
LLM vs Fanout vs AI Search vs Organic
Compare recommendation patterns for Commercial Solar Energy Services across all personas across four channels side by side: pick a model for LLM and Fanout, toggle Google/Bing for Organic. AI Search has no model choice (it's Google's own AI Overview, a single source, not a multi-model API) and no rank field, so it's shown as a plain citation count rather than a rank-weighted score like the other three.
The two boxes below the four channel charts offer several views of the same data; use the tabs to switch charts. Every view derives from the four charts' data directly, normalized 0-100 within each channel, and updates with the same dropdowns.
Pure LLM: Over- vs. Under-performers
For Commercial Solar Energy Services, domains ranked by percentile rank within each channel (100 = top domain in that channel, 0 = present but ranked last, a dash = never appeared in that channel's results at all). Over-performers (left) rank far better in Pure LLM than they do on average across Fanout, Google AI Overview, and Organic Google. Under-performers (right) are the mirror case: domains that do well across Fanout, Google AI Overview, and Organic Google but rank poorly, or don't appear at all, in Pure LLM.
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| schneider-electric.com | 99 | - | - | - | +99 |
| constellation.com | 97 | - | - | - | +97 |
| enelx.com | 97 | - | - | - | +97 |
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| epa.gov | - | - | 99 | 100 | -66 |
| en.wikipedia.org | - | - | 100 | 98 | -66 |
| reddit.com | - | - | 97 | 100 | -66 |
Fanout: Over- vs. Under-performers
For Commercial Solar Energy Services, domains ranked by percentile rank within each channel (100 = top domain in that channel, 0 = present but ranked last, a dash = never appeared in that channel's results at all). Over-performers (left) rank far better in Fanout than they do on average across Pure LLM, Google AI Overview, and Organic Google. Under-performers (right) are the mirror case: domains that do well across Pure LLM, Google AI Overview, and Organic Google but rank poorly, or don't appear at all, in Fanout.
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| qcells.com | 78 | 94 | - | - | +68 |
| gridmarket.com | 77 | 93 | - | - | +67 |
| farmandsun.com | 76 | 91 | - | - | +66 |
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| recsolar.com | 97 | - | 88 | 90 | -91 |
| seia.org | 73 | - | 95 | 100 | -89 |
| energy.gov | 69 | - | 97 | 99 | -89 |
Google AI Overview: Over- vs. Under-performers
For Commercial Solar Energy Services, domains ranked by percentile rank within each channel (100 = top domain in that channel, 0 = present but ranked last, a dash = never appeared in that channel's results at all). Over-performers (left) rank far better in Google AI Overview than they do on average across Pure LLM, Fanout, and Organic Google. Under-performers (right) are the mirror case: domains that do well across Pure LLM, Fanout, and Organic Google but rank poorly, or don't appear at all, in Google AI Overview.
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| kokosingsolar.com | - | - | 82 | - | +82 |
| heliogen.com | - | - | 79 | - | +79 |
| commercialsolarguy.com | - | - | 76 | - | +76 |
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| trane.com | 94 | 76 | - | 85 | -85 |
| tesla.com | 92 | 59 | - | 93 | -81 |
| prologis.com | 88 | 53 | 1 | 83 | -74 |
Organic Google: Over- vs. Under-performers
For Commercial Solar Energy Services, domains ranked by percentile rank within each channel (100 = top domain in that channel, 0 = present but ranked last, a dash = never appeared in that channel's results at all). Over-performers (left) rank far better in Organic Google than they do on average across Pure LLM, Fanout, and Google AI Overview. Under-performers (right) are the mirror case: domains that do well across Pure LLM, Fanout, and Google AI Overview but rank poorly, or don't appear at all, in Organic Google.
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| solarelectricsupply.com | - | - | - | 99 | +99 |
| home.treasury.gov | - | - | - | 99 | +99 |
| power-sonic.com | - | - | - | 98 | +98 |
| Domain | LLM | Fanout | AI Overview | Organic | Gap |
|---|---|---|---|---|---|
| se.com | 99 | 99 | 3 | - | -67 |
| altuspower.com | 95 | 96 | - | - | -64 |
| blackwolfsolar.com | 61 | 77 | 52 | - | -64 |