提示词实战案例

实战案例:用AI提示词生成运动户外品牌广告大片,马拉松+登山+骑行3场景同步出图

发布时间:2026年08月31日 10:00:00

以一家国产专业跑鞋品牌为例,演示如何用AI提示词生成马拉松赛事、山地越野、城市骑行三类户外广告大片,同步产出线下门店灯箱海报与天猫详情页首屏组图,替代实景拍摄节省20万元+2周制作周期。


背景

「疾风Zephyr」是创立4年的国产专业跑鞋品牌,主打碳板竞速跑鞋和轻量徒步鞋,2026年秋推出全新「风翼WindWing 3」旗舰碳板跑鞋+「山猫MountainCat Pro」冲锋衣+「城市骑行CityRide」系列三条产品线。品牌营销部Q4需完成:全国230家门店灯箱海报横版主视觉3张+竖版副视觉6张、天猫/京东旗舰店详情页首屏大图9张(每条线3张)、小红书/抖音方图种草素材30张、户外地铁灯箱2:1超宽幅3张,合计51张专业级广告大片,且要求所有主视觉图必须同一模特出镜(品牌代言人全国大学生马拉松冠军林某)以保障一致性。

传统商业拍摄方案成本核算:上海4A广告公司户外拍摄报价——创意制作费8万、模特出场费(林姓冠军)3万/天×2天=6万、拍摄团队(导演+摄影+灯光+妆发+场务)12人×3500元/人×3天=12.6万、场景差旅(云南雪山取景+上海马拉松赛道实景+滨江骑行)机票住宿场地费18万、后期修图团队3万,合计约47.6万元,制作周期18天(含勘景+拍摄+后期)。AI方案成本:Midjourney Pro版 + DALL-E 3 API 调用费 + Photoshop 神经滤镜授权合计约880元/月,创意总监+美术指导2人共5天人工约2.5万元,模特肖像特征训练数据准备费2万元(用代言人已有公开照片训练Lora),合计约45,880元。节省成本约43万元(90%),制作周期从18天缩至7天。

第一步:运动品牌视觉基调确立

提示词

Professional sports athletic brand AD CAMPAIGN VISUAL TONE FOUNDATION document:

MANDATORY VISUAL SIGNATURES (apply to EVERY image in this campaign, non-negotiable):

[PHYSIOLOGICAL & ACTION DETAILS]
- Sweat beads: Ultra-realistic individual sweat droplets visible on forehead, neck, and upper chest - size varies from pinhead to 2mm, mixed sharp focus (foreground) + slight blur (midground). Do NOT overdo to avoid looking oily.
- Dynamic motion blur: Moving limbs (legs swinging, arms pumping) have natural directional motion blur at 25-30% intensity, static body core (torso, face) MUST remain pin-sharp. Face always crisp for recognition.
- Skin micro-texture: Pores visible on nose and cheeks, slight skin flush (rosy cheek tint) from exertion, NOT airbrushed doll-like perfection.
- Facial expression: Jaw slightly clenched, eyes focused sharply 20 meters into distance (not looking at camera), eyebrow muscles minimally tensed. Reserved determined toughness, NO exaggerated screaming.

[LIGHTING SIGNATURE]
- Golden Hour Magic: Always shoot at 35 minutes before sunset. Sun angle exactly 8-12 degrees above horizon line.
- Color temperature: 5200K warm gold base with subtle amber #FF9933 rim light tint on backlit hair and shoulders.
- Lens flare: Anamorphic horizontal oval lens flare streaks at 15% opacity, cyan-blue tint, originating from sun position behind subject's shoulder line.
- Shadow: Long dramatic shadows stretching 3x subject height, 40% opacity soft edges.

[SHOE & GEAR RENDERING RULES]
- Zephyr WindWing 3 carbon plate shoe: ALWAYS render left shoe lateral side view as hero angle. Carbon plate visible through translucent midsole edge as thin black line. Shoe upper knitted texture with 3D woven pattern sharp.
- Logo placement: Zephyr logo on chest of shirt + shoe side + shorts leg - size ratio strictly 1:15 of clothing panel. Logo color: Reflective silver that catches golden rim light.
- Bib number (for running only): White rectangular bib with black text. Runner number 7 digits: "Z-2026-林". Safety pins visible at 4 corners.

Style: Nike Breaking2 campaign meets Red Bull Illume photography. Cinematic. 8K RAW quality. Hasselblad X2D 100C look. Do NOT look like CGI. Do NOT look fake. Generate 4 tone validation test crops (sweat close-up, shoe detail, face expression, shadow).

产出:品牌广告视觉基准确认书,含4张测试小样(汗水晶粒体、跑鞋碳纤维细节、坚毅表情特写、长阴影效果),以及7项硬性视觉签名。品牌总监和代言人经纪公司共同审核后,成为后续所有成片的铁律标准。

踩坑:初版写了’sweat realistic, golden hour, dynamic’三大关键词,结果AI要么把汗水做成全身油光,要么完全没汗;要么整个人全糊(动态模糊过头),要么完全静止没动感。必须明确写出汗珠尺寸范围、模糊仅应用于四肢躯干不动、太阳角度精确到8-12度这种量化参数,且明确禁止exaggerated screaming等不符合品牌调性的表情。

第二步:马拉松赛事场景大片

提示词

MARATHON CITY RACE SCENE AD CAMPAIGN - retain ALL Step 1 visual signatures (sweat beads, limb motion blur, golden hour 5200K, anamorphic flare, Zephyr logo 1:15 ratio, bib Z-2026-林):

[SHOT 1 - GROUP PACK SPRINT (hero shot horizontal)]
Location: Shanghai Bund marathon finish straight, actual reference location.
Background: Lujiazui skyline visible (Oriental Pearl Tower recognizable but bokeh 30%), finish line arch visible 80 meters ahead (red arch with "上海国际马拉松" text soft focus), crowd of spectators blurred behind barrier on both sides.
Composition: 5-runner lead pack tight formation. Subject (Lin, 代言人) positioned center-slightly-left of frame, shoulder ahead of others by half-body. Runner to his right wears orange, runner to left wears blue - color competition visual.
Action: Full mid-stride running capture. Left leg extended forward (toe off 20%), right leg driving back, arms pumping 90-degree bend. Ground contact shoe (Zephyr WindWing 3 red colorway) slightly compressed sole visible.
Camera: Canon R3 + RF 70-200mm f/2.8 at 135mm, f/3.2, 1/1000 shutter. Low angle shot at knee height, looking up slightly to emphasize power.

[SHOT 2 - SOLO FINAL SPRINT (vertical detail)]
Same location Bund marathon. Solo subject Lin only.
Composition: Tighter crop waist-up with legs below knee cropped. Dramatic low angle, subject occupies right 60% of vertical frame, negative space on left for headline text.
Action: Maximum effort final 100m sprint - mouth slightly open showing controlled breathing (not gasping), spit bubble at corner of mouth very subtle.
Background: Finish line banner directly behind subject (cropped top half). Confetti pieces starting to fall at edges (gold + red).
Shoe detail: WindWing 3 red hero colorway, visible sweat stains on shoe upper tongue area.

[SHOT 3 - EMOTIONAL FINISH LINE PORTRAIT (medium shot)]
Subject Lin standing with hands on knees immediately post-finish. Sweat dripping from chin (visible single droplet mid-air falling). Left hand holding marathon finisher medal (red ribbon, gold circular medal). Gentle relieved half-smile. Eyes slightly red. Hydration cup in right hand (crumpled plastic, half-empty). Background: Other finishers hugging / walking, soft bokeh.

产出:马拉松场景3张核心大片(横版群跑+竖版单人冲刺+中景完赛肖像),以及每图3个裁切变体,共15张马拉松系列图。代言人经纪公司对比了面部特征相似度(颧骨、鼻梁、嘴角形状),确认与真人匹配度92%,通过肖像授权审核。

踩坑:第一次生成群跑时,代言人虽然在中间但完全不突出,因为背景陆家嘴天际线太亮抢了视觉注意力。必须明确写’center-slightly-left shoulder ahead half-body’和’Oriental Pearl recognizable but bokeh 30%’——地标仅需识别性存在,绝不能抢主角视觉权重。另外代言人肖像一致性必须用训练好的Lora权重锚定,否则AI会跑成其他亚洲跑者的脸。

第三步:山地越野徒步场景

提示词

MOUNTAIN TRAIL ULTRA RUNNING SCENE - retain ALL Step 1 visual signatures, apply mountain-specific modifications:

GEOGRAPHIC STYLE: Western Sichuan Gongga Snow Mountain range style (贡嘎雪山风格), NOT Alps. Distinctive sharp angular granite peaks with small permanent glacier caps, Tibetan prayer flags color accents visible distant on ridgeline.

[SHOT 1 - RIDGELINE ASCENT (hero horizontal)]
Elevation: 4200 meters above tree line. Terrain: Loose gravel + large exposed granite rock slabs (grainy texture sharp), tiny alpine moss patches dark green, NO trees. Subject Lin running up 20-degree incline trail.
Gear: Zephyr MountainCat trail running shoe (olive green + orange laces colorway), MountainCat Pro hardshell jacket (deep teal #0D4744), hood stowed, pit zips open, REFLECTIVE silver taping on jacket shoulders and sleeves CATCHING golden hour light (distinctive shine streaks 5% specular). Black trail running shorts, 10L hydration vest front loaded with 2 soft flasks, trekking poles held collapsed in right hand strapped to wrist.
Action: Left leg planted on rock (slight sole compression), right leg swinging through. Head tilted down watching footing (natural trail behavior - NOT looking at camera).
Background: Gongga main peak 7556m visible 20km distant, soft atmospheric haze gradient from deep blue near peak to warm gold near sun.
Camera: Sony A1 + FE 24-70mm f/2.8 GM II at 35mm, f/8 for deep focus on subject + peak both sharp.

[SHOT 2 - ROCKY DESCENT TECHNICAL (detail)]
Close 3/4 low angle shot. Subject Lin descending technical rock steps. Right hand touching rock surface for balance. Knees high.
Footwear focus: MountainCat shoe lugs (deep 5mm tread) grabbing uneven rock - individual lugs visible slightly bent under load. Small rock particles displaced behind shoe kicking up (motion blur dust trail).
Weather detail: Light mountain drizzle starting - fine rain streaks visible backlit by golden sun (2% density don't overdo), jacket fabric developing wet sheen in patches (50% dry, 50% damp realistic).

[SHOT 3 - SUMMIT VICTORY SILHOUETTE (ultra-wide)]
Canvas: 2:1 extremely wide ratio for metro subway lightboxes. Subject at exact golden ratio intersection 61.8% from left. Standing on rock promontory, arms raised overhead V-shape victory, holding trekking poles.
Subject rendered as 70% silhouette against sun disk (sun positioned directly behind head creating halo effect). Gear outline crisp: hydration vest shape, shoe profile, poles visible.
Sky: 15% opacity lenticular clouds stacked, deep indigo upper sky fading to amber near horizon line. Distant range of smaller peaks layered creating depth.

产出:山地越野场景3张核心图(山脊横版上攀+技术下坡细节+超宽幅剪影胜利),每图含2个角度变体,共12张山地系列图。其中2:1超宽幅剪影图被选为地铁1号线人民广场站灯箱主视觉。

踩坑:初版生成的山峰圆润像阿尔卑斯霞慕尼风格,和品牌定调的「贡嘎雪山国潮」完全不符。必须明确写’NOT Alps. Distinctive sharp angular granite peaks + Tibetan prayer flags’。冲锋衣反光条也是重灾区——AI要么完全没做反光,要么做成整条塑料发光条。必须指定’REFLECTIVE taping… CATCHING golden hour light (distinctive shine streaks 5% specular)‘量化反光强度。

第四步:城市骑行通勤场景

提示词

URBAN COMMUTER CYCLING SCENE - retain ALL Step 1 visual signatures with city cycling adaptations:

LOCATION: Shanghai Huangpu Riverside Greenway (上海滨江), EXACT reference - Lujiazui skyline across Huangpu River on left, Puxi art deco Bund buildings on right background, distinctive red bridge (Nanpu bridge approach ramp) visible in distance. Riverside dedicated bike lane surface: smooth red asphalt with white bicycle symbol markings.

[SHOT 1 - RIVERSIDE CRUISE (hero horizontal banner)]
Subject Lin riding carbon fiber road bike (matte black frame with Zephyr teal #0D4744 accent decals). Riding posture: Hands on drop bars lower position, flat back, cadence steady (not racing fast - daily commute pace).
Gear: Zephyr CityRide collection - lightweight breathable cycling jersey (teal gradient to pale blue from chest to hem), CityRide padded shorts (black with teal side stripes), shoe covers (neoprene black with reflective logo), MIPS cycling helmet (matte white with teal vents).
Accessories: Wrist on left hand = Garmin Forerunner 965 sports watch (AMOLED screen showing map + 142 BPM heart rate data, readable at pixel level), rear bike light red LED blinking (3 bright concentric circles), small pannier bag on seat post.
Motion: Wheels have radial motion blur (spokes invisible - smooth circular blur pattern). Legs (quadriceps + calves) show exertion definition, subtle sweat sheen.
Background: Riverside cyclists and joggers blurred distant, river surface with golden hour sun reflection path (long bright shimmering streak).

[SHOT 2 - TRAFFIC LIGHT STOP URBAN (square for Xiaohongshu)]
1:1 square composition. Subject stopped at red light on West Chang'an Avenue Beijing-style cross street (换场景北京长安街). Waiting with one foot clipped in pedal, other foot on ground. Looking left checking over shoulder for traffic.
Urban detail: Beijing street sign pole blue with white Chinese characters "西长安街" visible blurred. Didi taxi yellow passing in background soft blur.
Gear focus: CityRide helmet visor slightly raised showing eyes + determined gaze, watch face showing 28km ridden + 480 cal burned. Coffee cup in handlebar holder (paper cup brown with Zephyr branded sleeve).

[SHOT 3 - HOME ARRIVAL LIFESTYLE (medium vertical)]
Vertical frame, apartment entry lobby modern Shanghai style (marble floor + floor-to-ceiling mirror). Subject just arrived home, leaning bike against wall. Taking off helmet - hair messy sweat matted shape. One shoe clipped off - bare foot visible (slightly callused heel realistic). Pulling phone out of jersey pocket to check messages.
Facial expression: Relieved satisfied tired smile - post-exercise endorphin glow.
Atmosphere: Warm lobby overhead lighting mixes with last golden hour sun through glass door (dual light source natural).

产出:城市骑行场景3张核心图(滨江横版巡航+长安街竖版红绿灯+垂直归家生活方式),含小红书方图和详情页竖版变体,共12张骑行系列图。运动手表数据渲染精度(142心率、28km、480卡)获得详情页运营团队高度认可。

踩坑:初版把上海滨江和北京长安街混在同一张提示词里,AI生成了有陆家嘴又有长安街路牌的不可能场景,闹了笑话。必须拆成独立SHOT块并在每个LOCATION开头唯一指定城市,且每个场景的配套地标必须和城市严格对应(陆家嘴=上海滨江,长安街路牌=北京)。另外尾灯闪烁效果初版AI要么完全不亮要么亮成大灯泡,必须明确写’red LED blinking (3 bright concentric circles)‘用数量和形状限制。

第五步:多物料尺寸适配

提示词

MULTI-FORMAT ADAPTATION ENGINE - same subject/scene, different canvas ratios WITHOUT changing person/action/lighting consistency:

CONSISTENCY NON-NEGOTIABLE RULES (fail if any violated):
1. Subject facial features IDENTICAL across all crops: eye shape, nose bridge angle, jaw contour, sweat pattern location (left forehead 3 beads, chin 1 falling droplet MUST match original)
2. Subject pose IDENTICAL: limb angles, torso rotation, hand positions do NOT shift by more than 5%
3. Lighting IDENTICAL: golden hour sun angle 10 degrees, anamorphic flare streak position, shadow length/direction all match pixel-level
4. Gear IDENTICAL: shoe lacing pattern, logo placements, watch face data numbers all exactly same

RATIO ADAPTATION INSTRUCTIONS - take Shot A (marathon group hero horizontal original) and adapt:

[FORMAT 1 - STOREFRONT LIGHTBOX 超横版 (4:1 ratio, 4800x1200px)]
- Extend canvas LEFT and RIGHT equally. DO NOT CROP OR ZOOM original subject group.
- Left extension: Continue Shanghai Bund riverside promenade, add more blurred spectators behind barrier + banner boards with sponsor logos (Zephyr large, official sports drink small).
- Right extension: Continue finish straight, add pace car blurred distant, timing clock gantry showing "2:08:42" readable, medical tent visible far right.
- Keep original 5-runner pack dead-center of 4:1 canvas. Vertical dimension preserved exactly.

[FORMAT 2 - TMALL DETAIL PAGE FIRST SCREEN 竖版 (9:16 ratio, 1080x1920px)]
- Subject (Lin only, remove other 4 runners). Place Lin at 40% from top of frame (golden ratio upper for portrait).
- Extend canvas UPWARDS: Dramatic sky above Lujiazui - dramatic altocumulus cloud streaks warm golden. 40% of canvas = sky + skyline.
- Extend canvas DOWNWARDS: Legs full length + ground shadow extended. Add Zephyr shoe box shot floating at bottom 20% on clean white overlay card for product association.
- Keep Lin's original running pose 100% identical, just remove competitors digitally and center him in vertical composition.

[FORMAT 3 - XIAOHONGSHU SOCIAL SQUARE (1:1 ratio, 1080x1080px)]
- Tighter crop upper-body + head only, Lin only.
- Original face pixel-identical. Frame Lin face at rule of thirds upper-left intersection.
- Add social-friendly embellishment ONLY at edges (don't cover face):
  * Bottom edge: White rounded rectangle text box placeholder 15% height (for later overlay of "全马PB 208!国产碳板封神" caption)
  * Top right corner: Small Zephyr circular logo at 5% opacity watermark
  * Left edge: 2px wide accent bar vertical in brand teal #0D4744

产出:3大场景每个场景3种尺寸版本,共27张适配图,加上之前的核心图15+12+12=39,合计66张,远超需求的51张。门店灯箱4:1横版、详情页9:16竖版、小红书1:1方图三套物料中主角的面部特征、跑步姿态、汗水分布、光线方向100%一致,通过品牌一致性审计。

踩坑:最初直接把同一张图用PS强制拉伸裁切,结果横版裁成竖版时主角被切头,鞋和手表细节全丢。AI生成适配时如果不明确写’Subject facial features IDENTICAL / pose IDENTICAL’,AI会「重新绘制」竖版图导致主角脸变成另一个人、衣服logo位置变化。必须写死一致性4条铁律+明确要求「EXTEND canvas不要CROP/ZOOM」,才能实现真正的无缝尺寸适配。

总结与复用建议

效果对比表格

维度传统4A实景拍摄方案AI提示词生成方案提升/节省
总成本(51张广告大片)476,000元45,880元节省430,120元(约90%)
制作周期18天(勘景3天+拍摄3天+后期12天)7天(Lora训练2天+提示词2天+生成校验3天)缩短61%
代言人肖像一致性100%(真人拍摄)92%(Lora训练锚定特征)经纪公司审核通过
场景丰富度3个(预算限制差旅)理论无限(可追加青海湖骑行/沙漠越野等)创意灵活性大幅提升
尺寸适配耗时后期裁切+元素补绘约5天生成式扩展适配约0.5天效率提升90%
极端天气容错实拍遇雨/阴天需改期返工100%可控黄金小时(AI永远晴天)消除制作风险
多模特追加成本每个新代言人+3万出场费新增Lora训练+2000元/人节省93%

可复用提示词模板清单

  1. 运动品牌视觉签名基础块:第一步的汗水+动态模糊+黄金小时参数保存为[SPORT-VISUAL-SIG]前缀块,任何运动品类图生成前必加,彻底避免油光汗/全糊/表情夸张三大常见坑。
  2. 代言人特征Lora锚定模板:配合提示词末尾加--lora zephyr-lin-v3:0.85 --no glasses,beard,double_chin参数,同时在prompt中声明颧骨鼻梁等识别点,实现90%+肖像一致性。
  3. 地理场景消歧义模板:第二/三/四步中反复验证有效的「NOT排除法」+「具体地标明示」组合(NOT Alps + Gongga sharp granite + prayer flags),防止AI用训练集中更常见的欧美素材替代。
  4. 装备细节量化词库:反光条(shine streaks 5% specular)、碳板(thin black line translucent midsole)、尾灯(3 concentric circles)、手表屏幕数据(142 BPM / 28km / 480 cal)等精确量化描述,避免装备变成廉价塑料感。
  5. 多尺寸一致性扩展引擎:第五步的4条一致性铁律+EXTEND而非CROP原则,可直接套用到任何已有主图的尺寸变体生成,实现横版灯箱/竖版详情/方图社交的人物100%一致。