DataXstream vs. the field, quantified
DataXstream published 69 posts in the window from nine marketing-titled staff — 7.67 posts per marketer and a 30.4% video rate, both the highest in this set. That output also delivers 139.6 engagements per marketer, again the best of the four. What it does not buy is reach per post: 18.2 engagements per post, the lowest of the four (Epicor 48.4, Canals 30.2, Conexiom 24.4), on a 3,213-follower base, the smallest here. Search is thinner still — 284 ranked keywords and 380 organic visits a month against Conexiom's 1,868 and 5,297. And the 18 reposts averaged 28.9 engagements against 14.4 for the 51 posts DataXstream published itself. Volume is not the problem; return per post is.
Reposts count as posts here, and they matter for DataXstream: 18 of its 69 posts were reposts, averaging 28.9 engagements against 14.4 for the 51 it published from the page itself — roughly twice the return. The texts behind those reposts are named people: SAP singling DataXstream out at Sapphire, the moderator and panellists promoting the August AI-in-distribution webinar, partners posting about the Gardner White win. Canals ran the opposite pattern — 19 posts, none of them reposts, at 30.2 engagements each. Conexiom's two reposts averaged 63.0 against 22.0 for its own 32.
Where DataXstream stands
The efficiency quadrant
All four companies are plotted. DataXstream sits far right on output and low on return: 7.67 posts per marketer at 18.2 engagements per post. Epicor is the mirror image — 0.36 posts per marketer from 234 marketing-titled staff, but 48.4 engagements per post on 169,616 followers. Canals and Conexiom hold the middle, at 2.38 and 4.25 posts per marketer for 30.2 and 24.4 engagements per post. On engagement per marketer DataXstream leads the set at 139.6, ahead of Conexiom's 103.6, Canals' 71.8 and Epicor's 17.4, so the volume earns something — just thinly, one post at a time.
Core comparison table
| Company | Marketers | Posts | Videos | Video rate | Events | Engagement | Posts / mkt | Events / mkt | Eng. / post | Eng. / mkt | Followers |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DataXstream | 9 | 69 | 21 | 30.4% | 5 | 1,256 | 7.7 | 0.6 | 18.2 | 139.6 | 3,213 |
| Epicor | 234 | 84 | 11 | 13.1% | 7 | 4,065 | 0.4 | 0.0 | 48.4 | 17.4 | 169,616 |
| Canals | 8 | 19 | 2 | 10.5% | 3 | 574 | 2.4 | 0.4 | 30.2 | 71.8 | 5,047 |
| Conexiom | 8 | 34 | 0 | 0.0% | 5 | 829 | 4.2 | 0.6 | 24.4 | 103.6 | 7,911 |
On totals, DataXstream's 69 posts trail only Epicor's 84 and double Conexiom's 34. Engagement runs in a different order: 1,256 total against Epicor's 4,065, with Canals on 574 from 19 posts and Conexiom on 829 from 34. DataXstream produced about 2× Canals' engagement from more than three times the posts. Video is where it is genuinely differentiated — 21 videos at a 30.4% rate, against 11 from Epicor, two from Canals and none from Conexiom. Five DataXstream posts are tagged as event-led, level with Conexiom and behind Epicor's seven.
Search visibility
Search figures are summed worldwide. dataxstream.com holds 284 ranked keywords and 380 organic visits a month, on a backlink authority of 216. Conexiom is the realistic benchmark — 1,868 keywords and 5,297 visits on authority 230, a similar authority band with over six times the keyword coverage. Canals ranks for only 80 keywords yet pulls 5,260 visits, so a few high-volume terms are carrying it. Epicor is a different scale entirely: 9,554 keywords, 161,634 visits, authority 453. DataXstream's publishing volume is not translating into ranked demand.
| Company | Ranked keywords | Est. organic visits / mo | Domain authority (0–1000) |
|---|---|---|---|
| DataXstream | 284 | 380 | 216 |
| Epicor | 9,554 | 161,634 | 453 |
| Canals | 80 | 5,260 | 254 |
| Conexiom | 1,868 | 5,297 | 230 |
Content mix
DataXstream's mix is dominated by one tag: 58 of 69 posts tagged as thought leadership, eight as partner content, two as customer proof and one as feature. The texts read that way too — Forrester's data-fabric research, the Churn Risk Agent built at SAP Hack2Build, the three tiers of AI adoption, repeated S/4HANA migration explainers. Named accounts do appear in the copy: Gardner White, King Arthur Baking, Daikin Comfort, The Tile Shop, Simplot, Pacific Coast Supply. Epicor's mix is similar in shape (68 thought leadership, 13 partner) but backed by 234 marketers; Canals' posts lean heavily on booths, site visits and golf days.
| Company | Thought leadership | Customer | Feature | Partner | Humor | Total |
|---|---|---|---|---|---|---|
| DataXstream | 58 · 84% | 2 · 3% | 1 · 1% | 8 · 12% | 0 | 69 |
| Epicor | 68 · 81% | 2 · 2% | 1 · 1% | 13 · 15% | 0 | 84 |
| Canals | 16 · 84% | 1 · 5% | 1 · 5% | 1 · 5% | 0 | 19 |
| Conexiom | 22 · 65% | 0 | 3 · 9% | 9 · 26% | 0 | 34 |
Three things that matter
Output is already maxed; return per post is not
DataXstream out-publishes the field per head: 7.67 posts per marketer against Conexiom's 4.25, Canals' 2.38 and Epicor's 0.36. Nine marketers produced 69 posts, 21 videos and 1,256 engagements — 139.6 per marketer, the best of the four. But at 18.2 engagements per post it takes nearly three DataXstream posts to match one Epicor post (48.4). More volume will not close that gap; better posts can.
Canals' rooms-and-customers posting, at 30.2 per post
Canals published just 19 posts — 2.38 per marketer, the lowest output here bar Epicor — and still averaged 30.2 engagements per post, well ahead of DataXstream's 18.2. Its strongest texts are people in rooms: the Werner HQ visit, the P21WWUG booth, the AD Functional Success Summit, a Charles D. Sheehy site visit, customer compliments quoted directly. DataXstream has five posts tagged as event-led and 21 videos, so the raw material exists.
The brand page underperforms DataXstream's own people
DataXstream's 51 self-published posts averaged 14.4 engagements; its 18 reposts averaged 28.9, about twice as much. The material that travels is other people talking about DataXstream — SAP's Sapphire mention, the webinar moderator, partners on the Gardner White win. Conexiom's top texts are announcements: the expanded Epicor partnership, the Relay launch, two C-suite hires. Explainer posts pushed from the page are the weakest part of DataXstream's mix.
Gaps and targets
| Metric | Target now | Benchmark | Position | 90-day target |
|---|---|---|---|---|
| Engagement per post | 18.2 | 48.4 (Epicor) | Behind | 24–30 |
| Posts (90 days) | 69 | 34 (Conexiom) | Ahead | 55–70, fewer explainers |
| Posts per marketer | 7.67 | 4.25 (Conexiom) | Ahead | hold 6–8 |
| Total engagement (90 days) | 1,256 | 4,065 (Epicor) | Behind | 1,700–2,100 |
| Video rate | 30.4% | 13.1% (Epicor) | Ahead | hold 28–35% |
| Followers | 3,213 | 7,911 (Conexiom) | Behind | 3,600–4,200 |
| Ranked keywords (dataxstream.com) | 284 | 1,868 (conexiom.com) | Behind | 400–600 |
| Organic visits / mo (dataxstream.com) | 380 | 5,297 (conexiom.com) | Behind | 600–900 |
The pattern is consistent. DataXstream leads on everything staff time controls — posts, posts per marketer, video rate, engagement per marketer — and trails on everything that compounds: engagement per post, followers, ranked keywords, organic visits. 18.2 engagements per post against Epicor's 48.4 is the costliest gap, because it discounts all 69 posts at once. The targets assume no extra headcount: the same nine marketers, a slightly shorter calendar, and one search push. Holding 55–70 posts while lifting engagement per post into the 24–30 band would carry total engagement past 1,700 without adding a single marketer.
Improve. Infiltrate. Dominate.
Trade explainer volume for named-customer video
- Action
- Cut the calendar from 69 posts towards 55 next quarter and spend the freed time on named-customer video — Gardner White, King Arthur Baking and The Tile Shop already appear in DataXstream's copy as written stories, and Daikin Comfort's existing video case study shows the format already works.
- Why
- Only 2 of 69 posts are tagged as customer proof against 58 tagged as thought leadership, and at 18.2 engagements per post DataXstream sits below every rival, including Canals at 30.2 on 19 posts.
- Metric
- Engagement per post: 18.2 → 24–30
- Watch
- Video rate holding in the 28–35% band as the post count falls, and engagement per marketer staying above Conexiom's 103.6.
- Next
- Ship four named-customer videos in the first six weeks and compare them against the 14.4 average DataXstream's own posts currently earn.
Publish through people and partners, not just the page
- Action
- Formalise what already works: brief the CEO, CMO and SAP-facing staff to post first and have the page amplify, because reposts averaged 28.9 engagements against 14.4 for page-published posts.
- Why
- DataXstream's 3,213 followers are the smallest base in this set — Conexiom holds 7,911 and Epicor 169,616 — so partner channels, webinar co-hosts and employee accounts are the cheapest reach available.
- Metric
- Total engagement (90 days): 1,256 → 1,700–2,100
- Watch
- Followers moving towards 3,600–4,200, and the own-post average holding above 14.4 rather than being propped up by reposts alone.
- Next
- Pick three moments for the next 90 days — an SAP event, a distribution webinar, a customer go-live — and agree in advance who posts first and who amplifies.
Turn the order-management library into ranked search demand
- Action
- Build the four OMS+ pain points DataXstream already writes about — S/4HANA migration gaps, POS disconnected from SAP, manual order entry, churn risk — into indexable pages and drive 284 ranked keywords towards 400–600.
- Why
- dataxstream.com draws 380 organic visits a month against Conexiom's 5,297 on comparable authority (216 versus 230), so the shortfall is keyword coverage rather than backlink strength.
- Metric
- Ranked keywords 284 → 400–600; organic visits / mo 380 → 600–900
- Watch
- Authority at 216 — if it stays flat, keyword growth will cap; Epicor sits at 453 with 9,554 keywords.
- Next
- Map each of the four pain points to a search term set and publish one page per pain point within the next 90 days.