Grasshopper AI Visibility Market Strategy Report - VoIP Services

Answer Capsule

Grasshopper holds 27.8% valid recommendation coverage in the October 2026 LLM Authority Index benchmark for VoIP Services, down 8.7 points from 36.5% in July 2026. The decline is the largest cumulative drop among the ten tracked brands and extended across three consecutive months. Grasshopper is present in 34.0% of qualified observations but converts that presence into a valid recommendation less often than every brand above it except 8x8 and GoTo Meeting. The clearest weakness is mention loss at the discovery stage, before recommendation placement is even applied. The clearest opportunity is recovering the high-intent discovery prompts where the brand has stopped appearing.

Who This Report Is For

This report is written for Grasshopper's marketing, demand generation, and product marketing leadership, and for category analysts tracking how AI systems recommend VoIP and business phone providers at the buyer shortlist stage.

Report Card

Executive Summary

Questions This Section Answers

• How did Grasshopper's valid recommendation coverage change from July to October 2026?
• Why is the decline in raw mention presence more important than the coverage drop?
• Where is Grasshopper weakest across AI platforms in October 2026?

Grasshopper is visible in AI-generated recommendations for VoIP Services but is losing ground at the mention stage. The benchmark shows valid recommendation coverage of 27.8% in October 2026, down from 36.5% in July 2026, a decline of 8.7 points that the LLM Authority Index marked as beyond normal month-to-month variation. Coverage fell in each of the three months since the July baseline, moving to 32.1% in August, 28.7% in September, and 27.8% in October.

The gap to the category leader widened sharply over the same period. Grasshopper now sits 45.7 points behind RingCentral, up from 30.5 points in July 2026. RingCentral holds 73.5% valid recommendation coverage and Nextiva holds 68.9%, leaving Grasshopper in sixth position among ten tracked brands.

The most important signal in the data is not a ranking problem. Grasshopper's raw mention presence fell 12.2 points from 46.2% in July 2026 to 34.0% in October 2026, a decline larger than the coverage decline itself. The brand is being left out of more AI answers entirely, not simply ranked lower in the answers that still include it. Its rank-one rate actually rose 1.5 points to 3.2% over the series, which means that when Grasshopper does appear, it is named first somewhat more often than in July.

Sentiment is not the issue. Grasshopper recorded 186 positive mentions, 29 neutral mentions, and zero negative mentions across 633 qualified observations, producing a net sentiment score of 0.8651, the highest in the tracked set. The brand is framed positively wherever it appears. The problem is that it appears less often.

The strongest platform signal for Grasshopper is Google AI Overviews, where the brand earned 57 valid recommendations and a 33.93% valid recommendation coverage rate. The weakest is ChatGPT, where coverage measured 16.92% and top-three rate was 0.00%. Copilot produced the strongest top-three placement at 18.82%, suggesting the brand's clearest recommendation pocket sits on Microsoft's surface rather than on ChatGPT.

The clearest gap is the absence of qualified observations in the Pricing & Value and Multi-Brand Comparison clusters. The October 2026 benchmark contains only Brand Recommendation observations, so the data cannot show whether Grasshopper wins or loses on price-sensitive or head-to-head comparison questions. That is a measurement gap, not a performance finding, and it limits how far the current coverage figures can be interpreted.

What Grasshopper Is Winning

Grasshopper's strongest evidence-backed position is framing quality. The brand recorded zero negative mentions across 633 qualified observations and posted a net sentiment score of 0.8651, the highest of any tracked brand in the October 2026 benchmark. Where AI systems do mention Grasshopper, they frame it positively.

The second win is placement efficiency on Copilot. Grasshopper's Copilot top-three rate measured 18.82%, well above its overall top-three rate of 8.06%, and its Copilot rank-one rate measured 8.24%. On a platform where the brand's overall presence is modest, the recommendation placement is comparatively strong.

The third win is rank-one movement over the series. Grasshopper's rank-one rate rose 1.5 points to 3.2% from July 2026 to October 2026. This is a narrow signal on a small base, but it indicates that the answers still including Grasshopper are placing it first more often than in July.

These wins are real but limited. The brand has no cluster leadership, no platform leadership, and no coverage growth over the series. The positive framing and the Copilot placement pocket are the only evidence-backed strengths in the October 2026 data.

Where Grasshopper Has the Clearest AI Visibility Gaps

Questions This Section Answers

• Why did Grasshopper's coverage fall even though its rank-one rate improved?
• Which competitors displaced Grasshopper, and how wide is the gap now?
• What explains Grasshopper's zero top-three placement on ChatGPT?

The clearest gap is mention loss at the discovery stage. Grasshopper's raw mention presence fell from 46.2% in July 2026 to 34.0% in October 2026, a 12.2-point decline that the benchmark marked as significant. Valid recommendation coverage fell 8.7 points over the same span. Because the presence decline is larger than the coverage decline, the brand is losing ground before recommendation placement is applied. It is being dropped from AI answers rather than demoted within them.

The second gap is displacement by higher-ranked competitors. RingCentral holds 73.5% coverage and a 44.5% rank-one rate. Nextiva holds 68.9% coverage and a 57.2% top-three rate. Ooma holds 56.9% coverage. Grasshopper sits at 27.8%, which places it below Dialpad Meetings at 38.9% and Vonage at 34.0%. The brands above Grasshopper are not simply more visible; they are converting visibility into recommendations at materially higher rates.

The third gap is ChatGPT. Grasshopper's ChatGPT valid recommendation coverage measured 16.92%, and its ChatGPT top-three rate measured 0.00%. The platform where the category leader earns a 63.08% rank-one rate is the platform where Grasshopper earns no top-three placement at all. This is the sharpest single-platform gap in the brand's October 2026 profile.

The fourth gap is the widening distance to the leader. Grasshopper sat 30.5 points behind RingCentral in July 2026 and 45.7 points behind in October 2026. The gap grew because RingCentral gained 6.5 points while Grasshopper lost 8.7 points. Both movements were significant, and they moved in opposite directions.

Biggest Opportunity

The single biggest opportunity is recovering the discovery prompts where Grasshopper stopped being mentioned. The benchmark shows the brand losing presence faster than it is losing recommendation placement, which means the highest-leverage work sits upstream of ranking. The prompt examples in the dataset include discovery and consideration queries such as "voip phone service," "voip providers," "best voip service," and "voip business phone system." These are the questions where a brand either enters the consideration set or does not.

Grasshopper's Copilot top-three rate of 18.82% shows the brand can earn strong placement when it is retrieved and considered. The task is not to improve how Grasshopper is described. The task is to make the brand retrievable in the answers where it has disappeared. That points to the owned answer layer and the citation and source footprint rather than to messaging changes.

Competitive Landscape

Questions This Section Answers

• Where does Grasshopper rank among the ten tracked VoIP brands by top-three and rank-one rate?
• Which brands hold recommendation-stage strength in VoIP Services?

RingCentral and Nextiva hold recommendation-stage strength in VoIP Services, with Ooma as the clearest third. Grasshopper sits in the lower middle of the tracked set, below Dialpad Meetings and Vonage on top-three rate and rank-one rate.

Average recommended rank covers rank-eligible recommendations only.

Grasshopper's 8.06% top-three rate places it sixth of ten, and its 3.16% rank-one rate places it fourth. The rank-one position is stronger than the top-three position, which reflects the pattern already visible in the coverage data: the brand is named first in a small number of answers but is absent from the broader top-three set. Its average recommended rank of 4.33 is the fourth-best in the tracked set, ahead of 8x8, magicJack, GoTo Meeting, and Phone.

Prompt Evidence

ChatGPT / Brand Recommendation Prompt: "voip phone service" Result: Grasshopper earned a 16.92% valid recommendation coverage rate on ChatGPT and no top-three placement, making this the brand's weakest platform signal in the October 2026 benchmark.

Copilot / Brand Recommendation Prompt: "best small business phone system" Result: Grasshopper posted an 18.82% top-three rate and an 8.24% rank-one rate on Copilot, the strongest placement pocket in the brand's platform profile.

Google AI Overviews / Brand Recommendation Prompt: "voip providers" Result: Grasshopper earned 57 valid recommendations on AI Overviews at a 33.93% coverage rate, the highest single-platform coverage figure in the brand's October 2026 data.

Perplexity / Brand Recommendation Prompt: "voip business phone system" Result: Grasshopper recorded a 10.98% valid recommendation coverage rate and a 6.10% top-three rate on Perplexity, a mid-tier signal consistent with the brand's overall position.

What CiteWorks Studio Would Do Next

Phase 1: AI Visibility Market Discovery Audit Map the specific prompts where Grasshopper stopped being mentioned between July and October 2026, and identify which competitor appears in the answers where the brand is now absent.

Phase 2: Recommendation Readiness Plan Prioritize the discovery and consideration prompts with the largest presence loss, and define what a retrievable, recommendation-eligible answer looks like for each.

Phase 3: Owned Answer Layer Buildout Strengthen the owned pages that answer the discovery questions directly, so AI systems have a clear, extractable source for what Grasshopper is and who it serves.

Phase 4: Citation / Authority Layer Development Build the third-party and review-source footprint that AI systems retrieve from, since the benchmark shows citations are distributed across official brand sites, review outlets, and general platforms rather than concentrated in any single source.

Phase 5: Monthly AI Visibility and Recommendation Tracking Track presence, valid recommendation coverage, top-three rate, and rank-one rate monthly to confirm whether the three-month decline has reversed and whether the Copilot placement pocket holds.

Why This Matters

AI presence alone is not enough, and Grasshopper's October 2026 data shows why. The brand is framed positively in every mention it receives, with the highest net sentiment score in the tracked set, and it still lost 8.7 points of valid recommendation coverage over four months. Positive framing does not protect a brand from being dropped out of the answer entirely.

The next move is targeted correction of the prompt, page, and citation layers. Grasshopper's decline is concentrated at the mention stage, which means the work sits upstream of ranking. Rebuilding retrievability in the discovery prompts where the brand has disappeared is the clearest path back into the buyer shortlist.

Core Metrics

Sentiment Score

Questions This Section Answers

• Why can a brand with strong sentiment still lose recommendation coverage?
• What is the difference between a mention and a valid recommendation?

Sentiment Score = (positive mentions × 1 + neutral mentions × 0 + negative mentions × -1) / total mentions

For Grasshopper in October 2026: (186 × 1 + 29 × 0 + 0 × -1) / 215 = 0.8651.

This matters because unclassified mention counts are misleading. A brand with 215 mentions and a net sentiment score of 0.8651 looks healthy on a share-of-voice chart. The same brand lost 8.7 points of valid recommendation coverage over four months. Share of voice is a diagnostic metric, not a business KPI.

A positive recommendation, a neutral reference, a cautionary mention, and a competitor-displaced mention are not equal. Grasshopper's 29 neutral mentions are references, not endorsements, and they should not be counted as wins. Counting all mentions as equivalent outcomes is bad measurement. Classified sentiment is required before interpreting AI visibility, and it is only the first step. Recommendation coverage, top-three rate, and rank-one rate carry the commercial signal.

Sentiment by Platform

Methodology

1. This report is benchmark-based analysis of the LLM Authority Index AI Visibility Market Discovery Index for VoIP Services, interpreted by CiteWorks Studio. It is not a client implementation case study and does not describe work performed for Grasshopper.
2. The reporting month is October 2026. The trend series covers July 2026 through October 2026.
3. Six AI surface families were tracked: ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, and AI Mode. All six produced qualified observations in October 2026.
4. The October 2026 measurement began with 800 prompt-surface observations and produced 633 qualified observations after qualification. The July 2026 baseline produced 587 qualified observations.
5. The tracked competitor universe contains ten brands: RingCentral, Nextiva, Ooma, Dialpad Meetings, Vonage, Grasshopper, 8x8, GoTo Meeting, magicJack, and Phone.
6. One buyer-intent cluster produced qualified observations in October 2026: Brand Recommendation, covering discovery and consideration queries. The Pricing & Value and Multi-Brand Comparison clusters produced zero qualified observations and are outside what the current public benchmark can settle.
7. Stage 0 extraction supplied the prompt-level observations, brand outcomes, recommendation placement, sentiment classification, and platform attribution used in this report.
8. A mention is counted when a tracked brand appears in a qualified AI response, regardless of placement or framing.
9. A valid recommendation is counted when the dataset marks the brand as a positive valid recommendation with a rank position between 1 and 10. Neutral references, cautionary mentions, and listed-only appearances are not counted as valid recommendations.
10. The unique question count for October 2026 was 534 after deduplication. The public benchmark does not expose the full prompt-level detail behind each brand metric.
11. All brand-level percentages use the 633 qualified observations as the denominator, not the 800 raw prompts. Small-count brands including Phone, magicJack, and GoTo Meeting should be read with that context.
12. Source presence in the citation layer is evidence about the information environment. It is not treated as proof that a source caused a recommendation. The benchmark does not measure market share, revenue attribution, organic search ranking performance, or causality from a metric movement alone.

See How AI Is Recommending Your Brand

The public benchmark shows where Grasshopper is winning and losing across AI-generated recommendations. A company-level AI visibility audit maps the specific prompts, competitors, platforms, and source pages behind those numbers, and turns the benchmark signal into a prioritized plan for recovering recommendation coverage in the prompts that matter most.