DocuSign AI Visibility Market Strategy Report - eSignature Software
This report supports CiteWorks Studio's examination of how AI search is recommending eSignature Software. For more detail, you can also read eSignature Software: AI Visibility Discovery Index.
On this report
Browse sections
- Answer Capsule
- Who This Report Is For
- Report Card
- Executive Summary
- What DocuSign Is Winning
- Where DocuSign Has the Clearest AI Visibility Gaps
- Biggest Opportunity
- Competitive Landscape
- AI Response Inconsistency Alerts
- Prompt Evidence
- What CiteWorks Studio Would Do Next
- Why This Matters
- Core Metrics
- Sentiment Score
- Sentiment by Platform
- Methodology
- See How AI Is Recommending Your Brand
- Next Step
- Learn More
Key Takeaways
- DocuSign is the most recommended brand in eSignature software across the tracked AI platforms.
- AI Overviews is the strongest platform for DocuSign, with the highest coverage and rank-one rate.
- The main weakness is inconsistent public information about free-plan availability and monthly pricing.
- DocuSign should strengthen its own pricing and help pages so AI systems cite consistent facts.
Answer Capsule
DocuSign leads the eSignature Software category in AI-generated recommendations for October 2026, holding 70.4% valid recommendation coverage and a 54.2% rank-one rate across 456 qualified observations. The benchmark shows DocuSign is the most recommended brand in the category, with the widest lead over second place that the July-to-October series has recorded. Its clearest strength is first-position recommendation power, where it holds 247 rank-one placements. Its clearest weakness is a set of unresolved factual inconsistencies about free-plan availability and pricing that AI platforms are surfacing to buyers. The clearest opportunity is correcting the public evidence layer that produces those conflicting answers.
Who This Report Is For
This report is for DocuSign marketing, product marketing, and revenue leadership teams who need to understand how AI search and chat platforms recommend eSignature software, where the brand is winning, and where conflicting public information is creating friction at the recommendation stage.
Report Card
Field | Value |
|---|---|
Report type | AI Visibility Company Market Strategy Report |
Target company | DocuSign |
Category / market studied | eSignature Software |
Reporting month | October 2026 |
AI platforms tracked | 6 (ChatGPT, Copilot, Gemini, Perplexity, AI Overviews, AI Mode) |
Public high-intent clusters | 3 |
AI observations analyzed | 456 |
Competitors tracked | 9 |
Executive Summary
DocuSign holds dominant recommendation power in the eSignature Software category. The October 2026 benchmark shows DocuSign at 70.4% valid recommendation coverage, ahead of PandaDoc at 61.6% and Adobe Acrobat Sign at 55.9%. The gap between DocuSign and second place is 8.8 points, the widest the series has recorded between first and second position.
DocuSign's presence in AI responses is close to saturation. The brand appeared in 451 of 456 qualified observations, a raw mention presence rate of 98.9%. Of those mentions, 343 were classified as positive, 104 as neutral, and 4 as negative, producing a net sentiment score of 0.7517. The brand recorded 321 valid recommendations and 304 top-three placements.
The strongest platform signal for DocuSign is AI Overviews, where the brand holds an 83.05% valid recommendation coverage rate and a 70.34% rank-one rate. AI Mode follows at 80.0% coverage and 53.04% rank-one. Perplexity shows 67.19% coverage with a 54.69% rank-one rate. ChatGPT records 60.0% coverage and a 50.0% rank-one rate. Copilot shows 60.0% coverage with a 30.0% rank-one rate. Gemini records 49.28% coverage with a 47.83% rank-one rate.
The clearest gap is not in coverage but in factual consistency. The benchmark recorded 11 high-severity inconsistencies involving DocuSign across five AI platforms. These conflicts center on whether DocuSign offers a free plan, what limits apply to free sending, and what the monthly price actually is. ChatGPT, Copilot, Gemini, AI Mode, and AI Overviews all produced conflicting claims about DocuSign's free tier and pricing structure.
The strongest cluster for DocuSign is the Best eSignature Software Discovery and Evaluation cluster, which is the only cluster with qualified observations in the current benchmark. All 456 qualified observations fell into this cluster. The Pricing and Value cluster and the Multi-Brand Comparison cluster recorded no qualified observations in October 2026, so the benchmark cannot yet measure how AI systems frame DocuSign on cost or head-to-head comparisons.
DocuSign's top-three rate rose from 59.5% in July 2026 to 66.7% in October 2026, a gain of 7.2 points. Its rank-one rate held at 54.2%, up 1.4 points from July 2026. The coverage gain concentrated in placement rather than raw presence, since presence was already near saturation.
What DocuSign Is Winning
Questions This Section Answers
- How large is DocuSign's rank-one recommendation lead over PandaDoc and Adobe Acrobat Sign?
- Which platform produces the strongest recommendation signal for DocuSign?
DocuSign holds the strongest recommendation position in the eSignature Software category. Its 70.4% valid recommendation coverage is the highest in the tracked set, and its 54.2% rank-one rate is more than eight times the next-highest rank-one rate in the category. PandaDoc holds a 5.92% rank-one rate and Adobe Acrobat Sign holds 6.14%.
DocuSign's top-three recommendation rate of 66.7% is the highest in the category. The brand holds 304 top-three placements out of 456 qualified observations. Its average recommended rank of 1.3492 is the strongest in the tracked set, meaning that when DocuSign receives a valid recommendation, it typically appears in the first position.
The brand's presence in AI responses is near-universal. At 98.9% raw mention presence, DocuSign appears in almost every qualified observation. This presence advantage means the brand is consistently part of the consideration set that AI systems surface to buyers.
DocuSign's strongest platform is AI Overviews, where it holds 83.05% valid recommendation coverage and a 70.34% rank-one rate. The brand recorded 98 valid recommendations and 83 rank-one placements on that platform. AI Mode also shows strong performance, with 80.0% coverage and 61 rank-one placements.
DocuSign's net sentiment score of 0.7517 reflects a predominantly positive framing across AI responses. The brand recorded only 4 negative mentions out of 451 total mentions. The absence of meaningful negative framing is a durable advantage in a category where buyers are actively comparing options.
Where DocuSign Has the Clearest AI Visibility Gaps
Questions This Section Answers
- Why are conflicting free-plan claims more damaging to DocuSign than low recommendation coverage would be?
- Which prompt clusters produced no qualified observations, and what does that leave unmeasured?
- Where does DocuSign's rank-one rate lag its coverage rate, and on which platforms?
DocuSign's clearest gap is not in recommendation coverage but in factual consistency across AI platforms. The benchmark recorded 11 high-severity inconsistencies involving DocuSign, spanning five AI platforms. These conflicts are not about whether DocuSign is recommended. They are about what AI systems tell buyers when asked specific questions about DocuSign's free plan, sending limits, and pricing.
The most frequent conflict topic is free plan availability. ChatGPT stated that DocuSign generally does not offer a permanently free plan for sending agreements. Google AI Mode stated that DocuSign has a free plan limited to 3 documents per month. Gemini stated that a free account typically lets you send up to 3 documents total for signature. Copilot stated that DocuSign has no free tier at all. These are not variations in framing. They are incompatible factual claims about whether a free plan exists and what it allows.
A second conflict cluster concerns the sending limit on any free offering. Gemini stated that DocuSign's free plan allows sending documents for others to sign, capped at 3 lifetime sends. Copilot stated that sending documents to others for signature requires a paid plan and that the free account cannot send documents. Both cannot be true.
A third conflict concerns pricing. ChatGPT stated that DocuSign's Personal plan starts at $11 per month annually and that Standard is $30 per user per month. Google AI Mode stated that pricing starts from $10 to $15 per month. The benchmark recorded these as conflicting claims about the same product tier.
These inconsistencies matter because they surface at the exact moment a buyer is evaluating DocuSign. A buyer who asks "Is eSignature free?" or "What is the cheapest way to get DocuSign?" receives different answers depending on which platform they use. The benchmark does not determine which claim is correct. It records that the public evidence layer is producing conflicting answers.
The second gap is cluster coverage. All 456 qualified observations in October 2026 fell into the Brand Recommendation class. The Pricing and Value cluster and the Multi-Brand Comparison cluster recorded no qualified observations. This means the benchmark cannot yet measure how AI systems frame DocuSign on cost, value, or head-to-head comparisons. The raw response-type distributions include pricing analyses and comparison analyses, and the inconsistency data shows that pricing questions are actively producing conflicting answers, but none of those responses qualified as valid recommendation shortlists in their respective clusters.
The third gap is platform-level variation in rank-one performance. DocuSign's rank-one rate on AI Overviews is 70.34%, but its rank-one rate on Copilot is 30.0% and on Gemini is 47.83%. The brand is still the leader on every platform, but the consistency of first-position placement varies. Copilot shows the widest gap between DocuSign's coverage rate (60.0%) and its rank-one rate (30.0%), suggesting that on Copilot, DocuSign is frequently recommended but not always placed first.
Biggest Opportunity
Questions This Section Answers
- Which third-party source types are publishing conflicting claims about DocuSign's free tier and pricing?
- How can DocuSign's own pages become the primary source AI systems cite for free-plan and pricing questions?
DocuSign's biggest opportunity is correcting the public evidence layer that produces conflicting answers about free-plan availability and pricing. The benchmark recorded 11 high-severity inconsistencies across five platforms, all centered on the same two topics. These are not random errors. They reflect a public information environment where third-party sources, competitor blogs, and community forums are publishing conflicting claims about DocuSign's free tier and pricing structure.
The source URLs cited in the conflicting responses include DocuSign's own pricing page, DocuSign's free account page, competitor blogs such as eversign.com and signwell.com, community forums such as Reddit, and third-party review sites such as toolradar.com and g2.com. The benchmark flagged specific sources on both sides of the conflict. For example, one flagged source stated that DocuSign's free plan is a 30-day trial, while another flagged source stated that DocuSign's free plan allows up to 3 documents per month.
The opportunity is to build a citation architecture that makes DocuSign's own authoritative pages the primary source for free-plan and pricing questions. This means ensuring that DocuSign's pricing page, free account page, and help center articles are structured, indexed, and cited in a way that AI systems can retrieve and synthesize accurately. It also means monitoring and correcting third-party sources that publish conflicting claims.
The benchmark shows that DocuSign already holds dominant recommendation power. The gap is not in whether AI systems recommend DocuSign. The gap is in whether the factual details they surface about DocuSign are consistent and accurate. Closing that gap protects the brand's recommendation position from erosion caused by buyer confusion at the decision stage.
Competitive Landscape
Questions This Section Answers
- How far ahead of Adobe Acrobat Sign and PandaDoc is DocuSign on top-three and rank-one recommendations?
- Which competitors beyond PandaDoc and Adobe Acrobat Sign cleared 50% valid recommendation coverage?
DocuSign holds the strongest recommendation-stage position in the eSignature Software category, with PandaDoc and Adobe Acrobat Sign as the only other brands above 50% valid recommendation coverage. The table below shows the full tracked set sorted by top-three recommendation rate.
Brand | Top-3 rate | Rank-1 rate | Avg recommended rank | Sentiment |
|---|---|---|---|---|
DocuSign | 66.67% | 54.17% | 1 | 0.7517 |
Adobe Acrobat Sign | 44.74% | 6.14% | 2 | 0.7577 |
PandaDoc | 43.64% | 5.92% | 3 | 0.8282 |
Dropbox Sign | 26.75% | 3.07% | 3 | 0.8080 |
SignNow | 18.20% | 1.75% | 4 | 0.8333 |
Signeasy | 5.26% | 0.00% | 4 | 0.7297 |
GetAccept | 1.10% | 0.22% | 4 | 0.8182 |
OneSpan Sign | 0.66% | 0.22% | 5 | 0.9333 |
Foxit eSign | 0.44% | 0.22% | 5 | 0.6667 |
Zoho Inventory | 0.00% | 0.00% | N/A | 0.0000 |
Average recommended rank covers rank-eligible recommendations only.
DocuSign's top-three rate of 66.67% is 21.93 points higher than the next-highest brand, Adobe Acrobat Sign, at 44.74%. Its rank-one rate of 54.17% is 48.03 points higher than Adobe Acrobat Sign's 6.14%. The table shows that DocuSign is not just the most recommended brand in the category. It is the only brand that consistently holds the first recommendation position.
AI Response Inconsistency Alerts
Questions This Section Answers
- Which two topics account for all 11 high-severity inconsistencies involving DocuSign?
- Where did ChatGPT, Gemini, Copilot, and AI Mode give incompatible answers about DocuSign's free tier?
- Which citations did the benchmark flag on the conflicting sides of the free-plan and pricing claims?
The benchmark detected 11 high-severity factual inconsistencies involving DocuSign across five AI platforms: ChatGPT, Copilot, Gemini, Google AI Mode, and Google AI Overviews. These conflicts are recorded as inconsistencies, not as proof that any single claim is correct.
The most frequent conflict topic is free plan availability. When asked "What is the cheapest way to get DocuSign?", ChatGPT stated that DocuSign generally does not offer a permanently free plan for sending agreements, citing DocuSign's own pricing page. Google AI Mode stated that DocuSign has a free plan limited to 3 documents per month, citing a Reddit thread, an eversign.com blog post, and an esign.ai guide. These claims cannot both be true.
A second conflict on the same topic appeared when the question "What is the cheapest electronic signature service?" was asked. Google AI Overviews stated that DocuSign has a free plan allowing you to sign and request basic signatures, citing signeasy.com and esignatures.com. Copilot stated that DocuSign has no free tier, citing frontdeskreview.com and stackscored.com. The benchmark flagged a DocuSign source on the free-plan side and a third-party review site on the no-free-tier side.
A third conflict appeared when the question "How do I get an eSignature for free?" was asked. Gemini stated that a free account typically lets you send up to 3 documents total for signature, citing DocuSign's own signers page. Copilot stated that DocuSign has no free tier and only offers paid plans or trials, citing toolradar.com and g2.com. The benchmark flagged a source stating that DocuSign has quietly dropped its free plan entirely.
A fourth conflict appeared when the question "Is there a cheaper Docusign?" was asked. Gemini stated that DocuSign has a Free Plan allowing 1 user and 3 signature requests per month, citing blueink.com and lovable.dev. Copilot stated that DocuSign has no permanent free plan, citing tolodora.com and tekpon.com. The benchmark flagged a source stating that DocuSign has no free plan and envelope limits.
A fifth conflict appeared when the question "Are signature apps free?" was asked. Gemini stated that DocuSign has a free plan capped at 3 requests per month, citing useinkless.com and DocuSign's signers page. Copilot stated that DocuSign's free offering is actually a trial, not a permanent plan, citing esigncompare.com and evenseal.com. The benchmark flagged a source stating that DocuSign's free plan is a 30-day trial.
A sixth conflict on the same question appeared between Gemini and ChatGPT. Gemini stated that DocuSign has a free plan capped at 3 requests per month. ChatGPT stated that DocuSign currently does not have a permanent free plan for sending and that its Personal plan is paid, though it may offer trials. The benchmark flagged a source stating that DocuSign offers a 30-day free trial only and that paid plans start at $10 per month.
A seventh conflict appeared when the question "What is the cheapest way to get DocuSign?" was asked again. ChatGPT stated that there is no free plan for sending agreements. Copilot stated that the free plan allows approximately 3 envelopes per month. The benchmark flagged a source stating that DocuSign's free plan allows approximately 3 envelopes per month and another source stating that there is no free plan.
An eighth conflict appeared when the question "How to use DocuSign without paying?" was asked. Gemini stated that DocuSign's free plan allows sending documents for others to sign, capped at 3 lifetime sends, citing signeasy.com and DocuSign's free account page. Copilot stated that sending documents to others for signature requires a paid plan after a short trial and that the free account cannot send documents, citing DocuSign's own free account page and free electronic signature page. The benchmark flagged a source stating that the free plan entitles you to send up to three documents to others for their signatures and another source stating that you need a premium trial to send documents for signature by others.
A ninth conflict concerns pricing. When asked "What is the best document signing software?", ChatGPT stated that DocuSign's Personal plan starts at $11 per month annually and that Standard is $30 per user per month, citing DocuSign's pricing page. Google AI Mode stated that pricing starts from $10 to $15 per month, citing DocuSign's mobile page and a Reddit thread. The benchmark flagged a source stating that DocuSign's Personal plan is $11 per month and Standard is $30 per user per month, and another source stating that DocuSign starts at $10 per month.
A tenth conflict appeared when the question "How can I sign my document for free?" was asked. Google AI Mode stated that DocuSign offers a free account to upload, sign, and send documents, citing Adobe's sign-pdf page and DocuSign's signers page. Copilot stated that DocuSign advertises "free" but only allows 3 total signatures before requiring payment, citing toolradar.com and signquick.app. The benchmark flagged sources stating that DigiSigner offers 100% free and secure unlimited documents and that Signeasy allows you to sign PDFs instantly for free.
An eleventh conflict appeared when the question "Is eSignature free?" was asked. Gemini stated that DocuSign allows you to create a free account to upload and sign documents yourself at no cost, citing DocuSign's free account page and free electronic signature page. Copilot stated that DocuSign's "free" plan is actually a 30-day trial, not a permanent free tier, citing toolradar.com and g2.com. The benchmark flagged a source stating that DocuSign's free plan is a 30-day trial and another source stating that DocuSign lets a free account send only three requests in total and that it is not a recurring free sender plan.
These inconsistencies are concentrated on two topics: whether DocuSign offers a free plan and what the monthly price is. The benchmark does not determine which claims are correct. It records that AI platforms are providing conflicting information about DocuSign's free tier and pricing, and that these conflicts appear across ChatGPT, Copilot, Gemini, AI Mode, and AI Overviews.
Prompt Evidence
Google AI Overviews / Best eSignature Software Discovery and Evaluation Prompt: "What is the best document signing software?" Result: DocuSign was recommended in the first position, contributing to its 70.34% rank-one rate on AI Overviews.
Copilot / Best eSignature Software Discovery and Evaluation Prompt: "Is eSignature free?" Result: Copilot stated that DocuSign's "free" plan is actually a 30-day trial, not a permanent free tier, conflicting with Gemini's response to the same question.
Gemini / Best eSignature Software Discovery and Evaluation Prompt: "How do I get an eSignature for free?" Result: Gemini stated that a free account typically lets you send up to 3 documents total for signature, conflicting with Copilot's response that DocuSign has no free tier.
ChatGPT / Best eSignature Software Discovery and Evaluation Prompt: "What is the cheapest way to get DocuSign?" Result: ChatGPT stated that DocuSign generally does not offer a permanently free plan for sending agreements, conflicting with Google AI Mode's response that DocuSign has a free plan limited to 3 documents per month.
What CiteWorks Studio Would Do Next
Phase 1: AI Visibility Market Discovery Audit Map the full prompt, platform, competitor, and citation landscape for DocuSign across all six tracked AI surfaces, with a focus on the free-plan and pricing questions that are producing conflicting answers.
Phase 2: Recommendation Readiness Plan Prioritize the prompt clusters and platforms where DocuSign's rank-one rate lags its coverage rate, particularly Copilot and Gemini, and define the specific factual corrections needed to resolve the free-plan and pricing inconsistencies.
Phase 3: Owned Answer Layer Buildout Structure DocuSign's pricing page, free account page, and help center articles so that AI systems can retrieve and synthesize accurate, consistent answers about free-plan availability, sending limits, and monthly pricing.
Phase 4: Citation and Authority Layer Development Identify and correct the third-party sources that are publishing conflicting claims about DocuSign's free tier and pricing, and build a citation architecture that makes DocuSign's own authoritative pages the primary source for these questions.
Phase 5: Monthly AI Visibility and Recommendation Tracking Track DocuSign's valid recommendation coverage, rank-one rate, and factual consistency across all six platforms on a monthly basis, with specific monitoring of the free-plan and pricing conflict topics.
Why This Matters
Questions This Section Answers
- Why is factual consistency as important as recommendation coverage for DocuSign's AI visibility?
- What friction do inconsistent free-plan and pricing answers create for buyers evaluating DocuSign?
AI presence alone is not enough. DocuSign already holds near-universal presence in AI responses and the strongest recommendation position in the category. The risk is not that AI systems will stop recommending DocuSign. The risk is that they will recommend DocuSign while simultaneously telling buyers conflicting things about whether a free plan exists, what it allows, and what the product costs.
The benchmark shows that these conflicts are already surfacing across five platforms and 11 high-severity inconsistencies. A buyer who asks "Is eSignature free?" on Gemini receives a different answer than a buyer who asks the same question on Copilot. A buyer who asks "What is the cheapest way to get DocuSign?" on ChatGPT receives a different answer than a buyer who asks on Google AI Mode. These inconsistencies create friction at the exact moment a buyer is evaluating DocuSign against competitors.
The next move is targeted correction of the prompt, page, and citation layers that produce these answers. That means ensuring DocuSign's own pages are structured and cited as the authoritative source, monitoring and correcting third-party sources that publish conflicting claims, and tracking factual consistency alongside recommendation coverage as a core AI visibility metric.
Core Metrics
Metric | Value |
|---|---|
Mentions | 451 |
Valid recommendations | 321 |
Top 3 recommendation count | 304 |
Rank #1 recommendation count | 247 |
Average recommended rank | 1.3492 |
Positive mentions | 343 |
Neutral mentions | 104 |
Negative mentions | 4 |
Raw mention presence rate | 98.90% |
Valid recommendation coverage | 70.39% |
Top 3 recommendation rate | 66.67% |
Rank #1 recommendation rate | 54.17% |
Net sentiment score | 0.7517 |
Strongest cluster by recommendation behavior | Best eSignature Software Discovery and Evaluation |
Strongest platform by recommendation behavior | Google AI Overviews |
Sentiment Score
Sentiment Score = (positive mentions × 1 + neutral mentions × 0 + negative mentions × -1) / total mentions
For DocuSign in October 2026: (343 × 1 + 104 × 0 + 4 × -1) / 451 = 339 / 451 = 0.7517.
This score matters because unclassified mention counts are misleading. A brand that appears in 451 observations but receives 104 neutral references and 4 negative mentions is not the same as a brand that appears in 451 observations with 343 positive recommendations. 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.
Counting all mentions as wins is bad measurement. DocuSign's 98.9% raw mention presence rate is a strong signal of visibility, but it does not tell you whether the brand is being recommended, referenced neutrally, or framed negatively. The sentiment score separates those outcomes. DocuSign's 0.7517 score reflects a predominantly positive framing, with 76.1% of mentions classified as positive and only 0.9% classified as negative. Classified sentiment is required before interpreting AI visibility, because it distinguishes between being present in an answer and being recommended in an answer.
Sentiment by Platform
Platform | Mentions | Positive | Neutral | Negative | Sentiment Score | Readout |
|---|---|---|---|---|---|---|
Google AI Overviews | 118 | 99 | 19 | 0 | 0.8390 | Strongest public recommendation signal |
Google AI Mode | 113 | 97 | 15 | 1 | 0.8496 | Strong recommendation signal with one negative mention |
Perplexity | 62 | 44 | 18 | 0 | 0.7097 | Present and recommended, but lower rank-one rate than AI Overviews |
Copilot | 50 | 32 | 15 | 3 | 0.5800 | Present, but rank-one rate lags coverage rate |
Gemini | 69 | 45 | 24 | 0 | 0.6522 | Present, but rank-one rate lags coverage rate |
ChatGPT | 39 | 26 | 13 | 0 | 0.6667 | Present, but lower coverage than AI Overviews and AI Mode |
Methodology
- This report is a benchmark-based analysis of DocuSign's AI recommendation visibility in the eSignature Software category for October 2026. It is not a client implementation case study and does not imply that CiteWorks Studio caused any benchmark outcome.
- The reporting window is October 2026, with baseline comparisons to July 2026 where the benchmark provides them.
- The benchmark tracked six AI platforms: ChatGPT, Copilot, Gemini, Perplexity, Google AI Overviews, and Google AI Mode.
- The October 2026 benchmark analyzed 456 qualified observations, up from 415 in July 2026. The raw collection universe was 800 prompt-surface observations containing 496 unique questions.
- The competitor universe included 10 tracked brands: DocuSign, PandaDoc, Adobe Acrobat Sign, Dropbox Sign, SignNow, Signeasy, GetAccept, OneSpan Sign, Foxit eSign, and Zoho Inventory.
- The benchmark used three public high-intent clusters: Best eSignature Software Discovery and Evaluation, eSignature Software Comparison and Alternatives, and eSignature Software Pricing and Plans. Only the first cluster produced qualified observations in October 2026.
- Stage 0 extraction retained the query, AI surface, answer, brand outcome, recommendation placement, sentiment, and, where exposed, citations or attributable evidence sources.
- A mention is counted when a brand appears at least once in a qualified observation. Raw mention presence rate is the share of qualified observations where the brand is mentioned.
- A valid recommendation is counted when a brand receives a clear, actionable recommendation in any position. Valid recommendation coverage is the share of qualified observations where the brand receives a valid recommendation.
- Top-three rate is the share of qualified observations where the brand appears in the first three recommended positions. Rank-one rate is the share of qualified observations where the brand is the single top recommendation. Average recommended rank covers rank-eligible recommendations only.
- The benchmark does not measure market share, revenue attribution, attributable sales or conversions, organic-search ranking positions, social media mention volume, private or sponsored channels, or causality from a metric movement alone.
- The AI response inconsistency data records conflicting factual claims surfaced across platforms. These are recorded as inconsistencies, not as proof that any single claim is correct.
See How AI Is Recommending Your Brand
The public benchmark shows where DocuSign is winning and where conflicting information is surfacing. A company-level AI visibility audit maps the specific prompts, platforms, competitors, and citation sources that shape how AI systems recommend DocuSign, and identifies the corrections needed to resolve factual inconsistencies at the recommendation stage.
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