What We Found
We classified 380 non-battery-owners into seven motivational profiles based on three survey questions. Then we checked whether their answers to a dozen other unrelated questions lined up with those profiles — a way of testing whether the classification is meaningful.
How to read this: Each of the 380 respondents was placed into one of seven buyer motivation profiles — ranging from pure Resilience (protecting the home from outages) to pure Economics (maximizing financial return) to pure Autonomy (reducing grid dependence). The profiles in between blend two of these motivations. We then checked whether each group's answers to unrelated questions matched their profile — and the results are surprisingly clean.
Resilience + Economics (n=138)
Resilience + Autonomy (n=26)
Economics + Autonomy (n=92)
RESILIENCE
+ ECONOMICS
138
36.3%
✅
RESILIENCE
+ AUTONOMY
26
6.8%
⚡
ECONOMICS
+ AUTONOMY
92
24.2%
✅
WHAT THE DATA CONFIRMS
- → Resilience buyers lead on "extreme weather" concern (67%)
- → Economics buyers: 100% chose financial payback framing
- → Autonomy buyers: 100% chose energy independence framing
- → Resilience buyers: 51% call outages disruptive after just 1 hour
- → Resilience + Economics buyers show a clear dual motivation — both backup and savings matter
- → Resilience buyers are most influenced by specific backup coverage details (63%)
SURPRISING FINDINGS
- → Resilience buyers also worry about rising costs (77%) — money isn't irrelevant, just not their primary lens
- → Autonomy buyers have the highest awareness of Virtual Power Programs (54% fully understand them)
- → Resilience + Autonomy buyers strongly self-identify with energy independence language
- → Economics buyers: literally 0% flagged grid reliability — they tune out non-financial messaging entirely
- → Balanced buyers still lean toward energy independence language — "balanced" doesn't mean "neutral"
- → Resilience buyers have the highest price sensitivity (65% cite upfront cost as their #1 barrier)
THINGS TO WATCH
- → Resilience + Autonomy: 15% flagged no concerns at all — possibly low-urgency ideological buyers
- → Economics buyers: 55% have never even considered buying a battery — the math hasn't clicked yet
- → Center: independence-leaning Q77 framing is surprising
- → Desire for energy control is nearly equal across all segments — it's universal, not a differentiator
- → Balanced buyers have the highest ambivalence — 19% say nothing specific would move them to buy
Buyer Profile Breakdown
For each of the seven buyer profiles, here's how their answers to unrelated survey questions line up with their classification — the stronger the alignment, the more confident we can be in the model.
Resilience-Driven
"Protect the home at all costs"
Extreme weather concern (survey Q20)
67%
Grid reliability concern (survey Q20)
37%
Disruptive at 1 hour (survey Q58)
51%
4+ outages/year (survey Q57)
37%
Backup coverage moves them (survey Q79)
63%
Upfront cost hesitation (survey Q80)
65%
CONFIRMS WELL — resilience signals clear
Resilience Meets Economics
"Protection is the goal, payback helps justify it"
Extreme weather concern (survey Q20)
57%
Rising cost concern (survey Q20)
65%
Financial payback framing (survey Q77)
44%
Reliable backup as LT benefit (survey Q74)
83%
Bill savings would move them (survey Q79)
46%
Backup detail would move them (survey Q79)
38%
CONFIRMS WELL — dual-priority profile clear
Resilience Meets Autonomy
"Off-grid mindset, but outage-aware"
Energy independence framing (survey Q77)
77%
Grid strain concern (survey Q20)
35%
Bill savings would move them (survey Q79)
50%
"None of these concerns" (survey Q20)
15%
Reduce utility dependence (survey Q74)
31%
Upfront cost hesitation (survey Q80)
46%
INTERESTING — independence-coded despite R tag
Economics-Driven
"Show me the math"
Financial payback framing (survey Q77)
100%
Rising cost concern (survey Q20)
91%
Bill savings would move them (survey Q79)
77%
Grid reliability concern (survey Q20)
0%
Never considered buying (survey Q69)
55%
Great deal of bill pressure (survey Q63)
36%
CONFIRMS STRONGLY — near-perfect consistency
Economics Meets Autonomy
"Bills now, grid freedom later"
Financial payback framing (survey Q77)
50%
Bill savings would move them (survey Q79)
55%
Reduce utility dependence (survey Q74)
35%
Rising cost concern (survey Q20)
74%
Home value framing (survey Q77)
33%
Great deal of bill pressure (survey Q63)
32%
CONFIRMS WELL — economic primary, autonomy as horizon
Autonomy-Driven
"Off the grid, philosophically"
Energy independence framing (survey Q77)
100%
Fully understands VPPs (survey Q84)
55%
Interested in VPP (survey Q85)
54%
Reduce utility dependence (survey Q74)
55%
Actively considering purchase (survey Q69)
46%
CONFIRMS (n=11) — cleanest profile in dataset
Balanced Motivations
"Motivated by everything — or nothing specifically"
Energy independence framing (survey Q77)
56%
Nothing would move them (survey Q79)
19%
Not sure on LT benefit (survey Q74)
17%
Not staying long enough (survey Q80)
19%
Reliable backup as LT benefit (survey Q74)
46%
VPP not interested (survey Q85)
17%
INTERESTING — Q77 leans independence; ambivalence real
Data Heatmap
What percentage of each buyer profile selected each response. Green cells are above average for that row, red cells are below. Each column is one of the seven buyer profiles.
What This Means
A plain-language read of the most important patterns — what holds up, what surprised us, and what matters for reaching these buyers.
✓ CONFIRMED
Extreme weather was selected by 67% — highest of any segment. Grid reliability at 37%. These are the people worried about the thing happening, not the bill.
✓ CONFIRMED
51% define outages as disruptive at just 1 hour — vs. 41% for Resilience + Economics buyers. High sensitivity, consistent with pure resilience mindset.
Resilience buyers 1-hr threshold: 51% vs segment avg 38%
⚡ NOTABLE
Rising costs were a concern for 77% of Resilience buyers — barely below Economics + Autonomy buyers at 74%. These aren't people indifferent to money; they just don't frame the battery around it. Cost is background anxiety, not motivator.
⚠ WORTH WATCHING
65% cite upfront cost as hesitation #1 — highest of any segment. They want protection but price sensitivity is real.
✓ CONFIRMED
The dual-primary nature shows clearly. Q77 splits: 44% on financial payback + 28% on home value (economic signals), while 16% backup-value + 13% insurance (resilience signals). No single pole dominates — exactly right for an edge segment.
✓ CONFIRMED
83% selected reliable backup as their long-term benefit (survey Q74), yet 49% also selected lower bills — second highest bill selection of any segment.
Q74 dual selection rate — highest in dataset
⚡ NOTABLE
Q79 shows they're split: 46% on bill savings clarity vs. 38% on backup coverage detail. Installers need to read which lever this person is on before pitching.
✓ STRONGLY CONFIRMED
100% chose financial payback framing in their value framing (survey Q77), 91% flagged rising costs among their concerns (survey Q20), 77% said bill clarity would move them as a purchase trigger (survey Q79). Cleanest internal consistency in the dataset.
⚠ WORTH WATCHING
55% have never considered a battery purchase at all (survey Q69) — the highest "never considered" rate. The payback period isn't clear enough to activate them.
Economics buyers "never considered": 55% vs sample avg 28%
⚡ NOTABLE
Zero percent selected grid reliability as a concern. Messaging here must stay economic or it risks feeling irrelevant.
✓ CONFIRMED
Autonomy buyers is 100% energy independence framing (survey Q77). Resilience + Autonomy buyers is 77%. The R scoring for Resilience + Autonomy buyers adds outage awareness but doesn't dilute the independence identity.
⚡ COMMERCIALLY VALUABLE
Autonomy buyers has the highest VPP awareness: 55% fully understand how VPPs work, vs. near-zero for Economics buyers. The autonomy-seeker is paradoxically the most grid-participation-literate buyer.
Autonomy buyers VPP awareness: 55% vs Economics buyers: 0%
⚡ NOTABLE
Autonomy buyers has the highest solar ownership (27%) and active consideration rate (46%) — suggesting this small segment may punch above its weight in near-term conversions.
⚡ SURPRISING
Balanced buyers scored "balanced" on REA — yet 56% chose energy independence as their Q77 value framing. Higher than any segment except Resilience + Autonomy buyers (77%) and Autonomy buyers (100%). "Balanced" in motivation doesn't mean "balanced" in value language.
⚠ WORTH WATCHING
19% said "nothing specific would move them" on Q79 — highest ambivalence rate. Balanced buyers may include a sub-cluster of passive observers who are interested but not yet activated.
ℹ CONTEXT
Balanced buyers show the highest "not sure I'll stay long enough" hesitation (19%), which may explain their balanced scoring — not truly balanced in philosophy, but situationally uncertain.
⚡ NOTABLE
Q67 (desire for control, 1–5 scale) was nearly flat across all segments: means ranged from 3.9 (Resilience buyers) to 4.3 (Economics buyers, Center). The REA model does not predict desire for control — that dimension is more universal.
✓ CONFIRMED
"Rising electricity costs" was a top-3 concern across all seven segments (range: 63–91%). This is background anxiety, not a differentiator — a safe universal entry point for messaging but not useful for segmentation.
ℹ DATA QUALITY NOTE
No segment shows clearly implausible answers. The Resilience + Autonomy buyers's 15% "none of these concerns" is the most notable anomaly — plausibly explained by low-urgency autonomy-seekers, not bad data.